{"id":"W7111276640","doi":"10.1371/journal.pone.0332378.s002","title":"PICOTS framework.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odds ratio; Incidence (geometry); Retrospective cohort study; Pancreatitis; Complication; Logistic regression; Pancreatic duct; Acute pancreatitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007460711,0.001533451,0.00170446,0.004791976,0.001257533,0.01082564,0.004193973,0.003953351,0.4621159],"category_scores_gemma":[0.03533585,0.001025797,0.002524294,0.005729546,0.0015611,0.005550396,0.008937685,0.002575679,0.2537903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532815,"about_ca_system_score_gemma":0.008159941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003949278,"about_ca_topic_score_gemma":0.003275172,"domain_scores_codex":[0.9921386,0.004096359,0.0007656525,0.001297994,0.001132663,0.0005686374],"domain_scores_gemma":[0.9892832,0.005230735,0.0009569718,0.001800224,0.001576192,0.001152634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004149337,0.00004134641,0.001188026,0.006710496,0.0002675419,0.0002884942,0.0005692762,0.001136505,0.000200218,0.1224691,0.6755365,0.1911775],"study_design_scores_gemma":[0.00007163333,0.00002464816,0.0003917022,0.001903546,0.00005694705,0.0002138146,0.0001418608,0.0005356017,0.00008624139,0.06794889,0.9286007,0.0000243882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00181793,0.03074855,0.09576222,0.04189956,0.005451182,0.001480285,0.185037,0.05543067,0.5823726],"genre_scores_gemma":[0.09397366,0.05691957,0.2310752,0.04651966,0.006439646,0.009325338,0.2633019,0.0541078,0.2383372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4621159,"threshold_uncertainty_score":0.7672265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551317099370491,"score_gpt":0.3092261077792544,"score_spread":0.2837129367855495,"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."}}