{"id":"W1558064093","doi":"","title":"Factors influencing waiting times for elective laparoscopic cholecystectomy.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Confidence interval; Cohort; General surgery; Waiting list; Surgery; Internal medicine; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004197979,0.0001368237,0.00008988567,0.0005576302,0.0003076155,0.0003987093,0.0002741458,0.0002574837,0.0039244],"category_scores_gemma":[0.004632492,0.0001127594,0.0002853098,0.000913334,0.0002078113,0.000263143,0.0002125438,0.000496079,0.0002078752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006268172,"about_ca_system_score_gemma":0.001303556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02005048,"about_ca_topic_score_gemma":0.0234178,"domain_scores_codex":[0.9996917,0.0000402483,0.00005802734,0.00005258478,0.00008509797,0.00007236967],"domain_scores_gemma":[0.9934588,0.001439578,0.00400941,0.00007535689,0.0002673308,0.000749592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006731031,0.00001904953,0.9980226,0.00001491778,0.00001387331,0.00004252571,0.00003732884,0.00007017084,0.00007441505,0.00001172596,0.0001222933,0.001503774],"study_design_scores_gemma":[0.000003517769,0.00006967805,0.9989702,0.00001241816,0.00001413068,0.0002175817,0.0001349929,0.0003246586,0.00004301715,0.000027387,0.0001783067,0.000004242119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981845,0.0005273867,0.0001152455,0.0001676696,0.00001145621,0.000006929941,0.0004593441,0.000007886191,0.0005195382],"genre_scores_gemma":[0.9993025,0.0001241055,0.0001384572,0.00003065884,0.00001521761,0.000003815378,0.0002947827,0.000002407201,0.00008804542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02005048,"threshold_uncertainty_score":0.03986752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086004067074842,"score_gpt":0.3995556643469334,"score_spread":0.2909552576394492,"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."}}