{"id":"W1966136889","doi":"10.1016/s1098-3597(05)80099-7","title":"Clinical trials of deep vein thrombosis prophylaxis in medical patients","year":2005,"lang":"en","type":"review","venue":"Clinical cornerstone","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Fondaparinux; Clinical trial; Thrombosis; Venography; Intensive care medicine; Placebo; Deep vein; Pulmonary embolism; Low molecular weight heparin; Venous thromboembolism; Surgery; Internal medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003561015,0.0009183362,0.004895521,0.001445988,0.000191706,0.000961522,0.001435505,0.001362097,0.005190045],"category_scores_gemma":[0.008780636,0.0003905015,0.001924923,0.001819515,0.0004638863,0.0007599117,0.0004300757,0.00152878,0.0004018206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006214935,"about_ca_system_score_gemma":0.001441999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008126941,"about_ca_topic_score_gemma":0.00279353,"domain_scores_codex":[0.9987699,0.0005266993,0.0003441368,0.0001218036,0.0001967956,0.00004060038],"domain_scores_gemma":[0.993455,0.005112931,0.0009481027,0.00008160683,0.0002634072,0.0001388834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.004360157,0.0002443347,0.0006674249,0.3055499,0.00513596,0.0001754171,0.00008335202,0.0003635601,0.00110864,0.0009225938,0.0130565,0.6683321],"study_design_scores_gemma":[0.02625346,0.01098213,0.01580903,0.3272923,0.07206231,0.002165977,0.0004583161,0.0006522172,0.00229734,0.004267658,0.5375925,0.0001666063],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004163595,0.9987376,0.00007836235,0.0002130199,0.0001252912,0.00004428904,0.00003817394,0.000004600439,0.0003423037],"genre_scores_gemma":[0.005824928,0.9925802,0.00042157,0.0007848672,0.0001445922,0.00006119507,0.00005644165,0.00000202165,0.000124258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005190045,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3183903469689948,"score_gpt":0.5556000061652443,"score_spread":0.2372096591962495,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}