{"id":"W2946005274","doi":"10.51847/ucci1lp","title":"10.51847/UcCI1lP","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute cholecystitis; Cholecystectomy; Analgesic; Laparoscopic cholecystectomy; Open cholecystectomy; Cholecystitis; Surgery; Laparoscopic surgery; Anesthesia; Gallbladder; Laparoscopy","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":[0.00111979,0.0009571936,0.0005279371,0.002702115,0.0009497399,0.002569239,0.0009133448,0.001556759,0.7497193],"category_scores_gemma":[0.001576635,0.0003470416,0.0005060163,0.002441556,0.0006394479,0.001265177,0.002008805,0.001072084,0.6977121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008200376,"about_ca_system_score_gemma":0.001023082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003891579,"about_ca_topic_score_gemma":0.002047804,"domain_scores_codex":[0.999092,0.0001544814,0.00009316806,0.0002524184,0.0001964319,0.0002115559],"domain_scores_gemma":[0.9985148,0.0002572794,0.0002366995,0.0001692661,0.0003453614,0.0004765337],"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":[0.000749629,0.0007798842,0.06094421,0.0005614053,0.00004113679,0.001391785,0.0002653931,0.0001905316,0.002700747,0.001943762,0.1163849,0.8140466],"study_design_scores_gemma":[0.0001985223,0.0004975269,0.09943756,0.001171989,0.00006357845,0.006761218,0.0007112502,0.0007796742,0.00164166,0.00197492,0.8866904,0.00007167678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05965299,0.007840998,0.002551814,0.00612314,0.002521254,0.0004448945,0.01094203,0.002260431,0.9076625],"genre_scores_gemma":[0.09762292,0.003624014,0.00693127,0.003471861,0.001755048,0.0004657288,0.008425446,0.0004641058,0.8772395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2502807,"threshold_uncertainty_score":0.356995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007052223442486594,"score_gpt":0.2055389633649684,"score_spread":0.1984867399224818,"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."}}