{"id":"W2001086532","doi":"10.1016/j.jss.2009.11.555","title":"The Effects of Various Forms of Call on the Quality of Life of General Surgeons and Trainees","year":2010,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Quality (philosophy); Work (physics); Population; Family medicine; Medical emergency; Medical education; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001470859,0.0002394283,0.0005085248,0.0006489244,0.0007839844,0.001262743,0.0004401504,0.0008652218,0.003167213],"category_scores_gemma":[0.01603255,0.0001406965,0.001112498,0.0007870559,0.0007389815,0.0006937039,0.001263124,0.00133818,0.000236433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129127,"about_ca_system_score_gemma":0.0009989057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006575802,"about_ca_topic_score_gemma":0.01296052,"domain_scores_codex":[0.9980456,0.0008921164,0.0001295141,0.0001255642,0.0003185812,0.0004885174],"domain_scores_gemma":[0.9861159,0.004951574,0.003235686,0.0003492703,0.001001067,0.004346457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005650754,0.00176256,0.9513971,0.0001354874,0.0006054412,0.0002701272,0.002035677,0.0004870197,0.0005124163,0.0002011873,0.0007755288,0.03616665],"study_design_scores_gemma":[0.00004487888,0.001055921,0.9961594,0.00001746891,0.00008639221,0.00007833677,0.002005573,0.0001525458,0.00006261141,0.00008360653,0.0002347192,0.00001841722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982226,0.0003155158,0.00001426267,0.0002981853,0.00001999944,0.000006706272,0.0001349686,0.000001698446,0.0009860487],"genre_scores_gemma":[0.9994723,0.0001248648,0.00002920983,0.00007485672,0.00002200769,0.000006261545,0.0001107134,0.000001234307,0.0001586195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006575802,"threshold_uncertainty_score":0.01307505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05855213877102818,"score_gpt":0.417716274226943,"score_spread":0.3591641354559149,"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."}}