{"id":"W4406464929","doi":"10.1016/j.ymed.2016.08.051","title":"10.1016/j.ymed.2016.08.051","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Defecation; Internal medicine; Gastroenterology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005552119,0.0007382182,0.0003927474,0.001183149,0.0007491519,0.001961189,0.0007436029,0.002686846,0.8736527],"category_scores_gemma":[0.001660923,0.000295864,0.0005022805,0.000552377,0.000589586,0.001679466,0.0009519799,0.001328932,0.778255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008049806,"about_ca_system_score_gemma":0.001166327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0026574,"about_ca_topic_score_gemma":0.002667732,"domain_scores_codex":[0.9997521,0.00002789853,0.00002402152,0.00005858961,0.00006389612,0.00007347872],"domain_scores_gemma":[0.9991454,0.0001424731,0.0001090135,0.00003808346,0.0001494561,0.0004155778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004214817,0.0004058609,0.01199041,0.0004877637,0.00004359291,0.0005863073,0.000114814,0.0001883105,0.0005090691,0.00347674,0.3622307,0.6195449],"study_design_scores_gemma":[0.0001164718,0.0002089601,0.01382004,0.001318967,0.00005698791,0.004604029,0.0004150611,0.000298525,0.0004552259,0.004158016,0.9745166,0.00003111695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009931705,0.0176383,0.001953271,0.01746615,0.003995056,0.0001270062,0.0054505,0.001157341,0.9422805],"genre_scores_gemma":[0.03006339,0.006657579,0.001747676,0.003305874,0.001431844,0.00009570415,0.002690257,0.0002305737,0.9537771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1263473,"threshold_uncertainty_score":0.180219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007652189874716784,"score_gpt":0.2014247772967886,"score_spread":0.1937725874220719,"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."}}