{"id":"W7111420606","doi":"10.1371/journal.pone.0332378.s003","title":"Complete list of search terms.","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; Odds; Risk assessment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008185208,0.0002647905,0.0005683709,0.0002652975,0.0001083514,0.00004147639,0.0003948218,0.0002000949,0.5887842],"category_scores_gemma":[0.0009864882,0.0002524555,0.0002636676,0.0007069687,0.00005506083,0.00007005223,0.0003136838,0.0004314251,0.002218263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005582439,"about_ca_system_score_gemma":0.0005221743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006360434,"about_ca_topic_score_gemma":0.00002021854,"domain_scores_codex":[0.9980732,0.00007901963,0.0005055593,0.0004213598,0.0004159642,0.0005049577],"domain_scores_gemma":[0.9985042,0.0002117467,0.00009549682,0.000651333,0.000379338,0.0001579324],"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":[0.0001150367,0.0003550251,0.00272142,0.006926619,0.0002830893,0.0000419585,0.0004523652,0.000003540675,0.001680135,0.00007426576,0.9751312,0.01221535],"study_design_scores_gemma":[0.003598475,0.0005505931,0.07613676,0.03083196,0.0002676207,0.00001313452,0.00126274,0.001348087,0.007049121,0.0001093433,0.8783609,0.0004712304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00233541,0.007756118,0.000002952657,0.002584123,0.0003785062,0.001495938,0.726488,0.00007321421,0.2588857],"genre_scores_gemma":[0.8751015,0.00005248339,0.0000212744,0.0009542299,0.0001463261,0.00005970032,0.1155058,0.0000253046,0.008133326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8727661,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547849040354432,"score_gpt":0.3204802820482543,"score_spread":0.2656953780128111,"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."}}