{"id":"W2790747465","doi":"10.3747/co.25.3726","title":"The Impact of Seasonal Operating Room Closures on Wait Times for Oral Cancer Surgery","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Confidence interval; Hazard ratio; Odds ratio; Operating room management; Head and neck cancer; Cancer; Surgery; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009074892,0.0001683138,0.0001796526,0.0006006709,0.000545528,0.0008024525,0.0006058744,0.0003100806,0.003095134],"category_scores_gemma":[0.007286234,0.0001661826,0.0005986271,0.0008307256,0.0004872504,0.0004150304,0.0007579203,0.0007304818,0.0001600672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002980236,"about_ca_system_score_gemma":0.003698652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2219278,"about_ca_topic_score_gemma":0.3088363,"domain_scores_codex":[0.9988297,0.0001697278,0.00009661213,0.0001677424,0.0003010344,0.0004352565],"domain_scores_gemma":[0.992656,0.001251307,0.004000624,0.0001905644,0.0005009979,0.001400469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001450976,0.00002735314,0.9953252,0.00002597679,0.00005500844,0.00004456903,0.0001697734,0.0001661911,0.0001317493,0.00004138292,0.0003079384,0.003559703],"study_design_scores_gemma":[0.000001600517,0.00003996296,0.9991548,0.00001197378,0.00001370571,0.00004576916,0.0003463782,0.0001795606,0.00002539273,0.00001605074,0.0001619437,0.000002768601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978455,0.000529867,0.00009540176,0.0002645839,0.00001868074,0.00000838838,0.0005085268,0.000004518067,0.0007245726],"genre_scores_gemma":[0.9995083,0.0001185693,0.00005627495,0.00003112309,0.00001324399,0.00000344934,0.0001898096,0.00000223302,0.00007714934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2219278,"threshold_uncertainty_score":0.441272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2950801832374064,"score_gpt":0.585311233171481,"score_spread":0.2902310499340747,"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."}}