{"id":"W2623071993","doi":"10.1177/0840470417700162","title":"Wait times in Canada","year":2017,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Waiting list; Health care; Elective surgery; Business; Medicine; Medical emergency; Operations management; Political science; Surgery; Economics","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":[0.001345217,0.000274573,0.0004119447,0.002074821,0.005392224,0.002676047,0.001422211,0.0007201315,0.01515911],"category_scores_gemma":[0.007770184,0.0003069941,0.0008008456,0.005227746,0.0009173322,0.000643146,0.001268064,0.002136401,0.0007063537],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1378287,"about_ca_system_score_gemma":0.2213465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972335,"about_ca_topic_score_gemma":0.9979532,"domain_scores_codex":[0.9971981,0.0001206145,0.0001539981,0.0002419105,0.001177707,0.001107743],"domain_scores_gemma":[0.9888908,0.0006143359,0.0008036879,0.0001087011,0.004715846,0.004866599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006548985,0.0002342967,0.3084867,0.0008927674,0.0002622791,0.0007331704,0.005125662,0.004796746,0.0007153742,0.04068995,0.438641,0.1987672],"study_design_scores_gemma":[0.0001296516,0.0001671612,0.7603502,0.0008579482,0.000153258,0.0004274631,0.007159885,0.004320694,0.0003749465,0.004098049,0.2217321,0.0002285977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5535815,0.05111738,0.003436959,0.133973,0.002831273,0.0002993754,0.05254739,0.0007196239,0.2014935],"genre_scores_gemma":[0.9444301,0.01272972,0.001937444,0.007638219,0.0002513728,0.000092896,0.00700653,0.0001834626,0.02573023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378287,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04883915037544024,"score_gpt":0.3947935139941037,"score_spread":0.3459543636186635,"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."}}