{"id":"W4406561378","doi":"10.1016/j.ccol.2015.06.014","title":"10.1016/j.ccol.2015.06.014","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Medical therapy; General surgery; Intensive care medicine; Endoscopy; Internal medicine","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":[0.0005404516,0.0007869389,0.0004481943,0.00150541,0.0008361127,0.002248537,0.0007826053,0.00288758,0.8225634],"category_scores_gemma":[0.001715168,0.0003333767,0.0005166816,0.0006123816,0.0007638774,0.001831005,0.0009945912,0.001701647,0.7355573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009301525,"about_ca_system_score_gemma":0.001252935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00227136,"about_ca_topic_score_gemma":0.002589143,"domain_scores_codex":[0.9997389,0.00002731018,0.0000212537,0.00005431728,0.00007866505,0.00007958299],"domain_scores_gemma":[0.9988926,0.0001667243,0.0001477085,0.00005349022,0.00022271,0.0005168857],"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":[0.0004190032,0.0003190935,0.0102238,0.0005228468,0.0000431377,0.0009782327,0.0001180037,0.0001829863,0.0007155859,0.004710295,0.3600588,0.6217081],"study_design_scores_gemma":[0.00008850619,0.0001380279,0.0079786,0.001111079,0.00004074417,0.006309796,0.0003243853,0.0001946296,0.0004657184,0.004624071,0.9786967,0.00002773013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008790306,0.0234887,0.002481044,0.02176885,0.003993127,0.0001223528,0.003500189,0.001498214,0.9343572],"genre_scores_gemma":[0.03335605,0.0103254,0.003071749,0.005500921,0.00224059,0.0001007105,0.002699906,0.0003619642,0.9423429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1774366,"threshold_uncertainty_score":0.2530917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008282346306130471,"score_gpt":0.2094283093941943,"score_spread":0.2011459630880638,"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."}}