{"id":"W2990994547","doi":"10.1503/cmaj.73768","title":"Open secret: Time of day matters in clinical practice","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Clinical Practice; Day to day; World Wide Web; Medicine; Data science; Internet privacy; Family medicine; Operations management","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.006621536,0.0002093958,0.00104773,0.0003632123,0.00006087245,0.00009882414,0.00066692,0.002138592,0.01522482],"category_scores_gemma":[0.01784836,0.0001709659,0.0002862749,0.0002534793,0.00004920816,0.0002065295,0.00009318,0.006728333,0.001070149],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327197,"about_ca_system_score_gemma":0.01227667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003463486,"about_ca_topic_score_gemma":0.001191263,"domain_scores_codex":[0.9950479,0.0007313197,0.001465968,0.0002794309,0.001900546,0.0005748451],"domain_scores_gemma":[0.995043,0.00188562,0.001006586,0.0002717972,0.0005116085,0.001281432],"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":[0.00001289619,0.00003802754,0.03747841,0.0000359739,0.0002143891,0.005041458,0.00009770191,1.261512e-7,3.792527e-7,0.000003657338,0.9514297,0.005647242],"study_design_scores_gemma":[0.001597464,0.0001691502,0.0259947,0.0007099211,0.0001187068,0.0005428926,0.00009672569,0.00003054487,4.672806e-7,0.00002027537,0.9705498,0.0001693047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001710107,0.0001110765,0.000004588814,0.9799435,0.001500382,0.0003860092,0.00005728795,0.000005462529,0.01628157],"genre_scores_gemma":[0.0003177408,0.000147411,0.0003252249,0.9717258,0.005058189,0.000003564183,0.0001228798,0.00004368748,0.02225546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01912011,"threshold_uncertainty_score":0.9997076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548660394964581,"score_gpt":0.3302520678032774,"score_spread":0.3147654638536316,"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."}}