{"id":"W6904696605","doi":"10.1371/journal.pone.0296258.s001","title":"S1 File -","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Hernia repair and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Retrospective cohort study; Public hospital; Inguinal hernia; Odds; Public health; Odds ratio; Logistic regression","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":[0.002848858,0.001086424,0.001734148,0.003280962,0.002198671,0.002679348,0.002948314,0.001542707,0.9284849],"category_scores_gemma":[0.036674,0.001019262,0.0007527346,0.006991102,0.0005483475,0.00260506,0.002094867,0.001264627,0.475907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003073818,"about_ca_system_score_gemma":0.009299498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0961751,"about_ca_topic_score_gemma":0.1125936,"domain_scores_codex":[0.9986003,0.0001699878,0.0001927427,0.0003261655,0.0004158093,0.0002949882],"domain_scores_gemma":[0.9792771,0.01020971,0.001044397,0.001636166,0.006616767,0.001215956],"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":[0.00006763071,0.00001924927,0.0004502022,0.0004141106,0.000004774873,0.00001534112,0.00003902652,0.00005741381,0.00001974573,0.0002938383,0.9946327,0.00398604],"study_design_scores_gemma":[0.0009048723,0.00006917999,0.006443091,0.001358933,0.00002466759,0.00009459653,0.0005603732,0.0004499137,0.0002176817,0.00256563,0.9872555,0.00005570831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001024217,0.00001430695,0.0001193046,0.0001848814,0.00006424071,0.0001499749,0.994185,0.0003092761,0.004870496],"genre_scores_gemma":[0.003576057,0.0001958638,0.00224597,0.001016497,0.0001080621,0.002672977,0.9424793,0.001242271,0.0464631],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0961751,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06364508219636011,"score_gpt":0.3041160511203623,"score_spread":0.2404709689240022,"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."}}