{"id":"W2756618186","doi":"10.1503/cmaj.161058","title":"Always on call","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Evening; Computer science; Telecommunications; Astronomy; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007770405,0.001272314,0.001127361,0.001029097,0.003611221,0.004443724,0.001690332,0.003159677,0.8284899],"category_scores_gemma":[0.007105401,0.0007295756,0.000755699,0.0004102454,0.0006117771,0.003664548,0.005115124,0.004288261,0.7640328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007980657,"about_ca_system_score_gemma":0.001971303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953529,"about_ca_topic_score_gemma":0.009650988,"domain_scores_codex":[0.9987599,0.0001871528,0.00005499036,0.0002222965,0.0003746374,0.000400994],"domain_scores_gemma":[0.991654,0.0002816187,0.0001997884,0.0003686603,0.001757959,0.005737955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003404198,0.00004427974,0.0001371403,0.00002662036,0.000002396177,0.0001015154,0.00004803427,0.000009811413,0.0001384675,0.0001650406,0.9770169,0.02227592],"study_design_scores_gemma":[0.00002732679,0.00002961021,0.0008912687,0.00009480772,0.000003919748,0.0001701621,0.0003890131,0.00003202766,0.00009385325,0.0004345758,0.9978136,0.00001977896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003037511,0.001556855,0.002992155,0.04886837,0.0283508,0.0008817083,0.004091518,0.01571787,0.8945033],"genre_scores_gemma":[0.006193498,0.0009279696,0.0008604176,0.02021186,0.004468373,0.0002473214,0.001040387,0.001485665,0.9645646],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8284899,"threshold_uncertainty_score":0.2446383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04961532987050912,"score_gpt":0.3635217310760385,"score_spread":0.3139064012055294,"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."}}