{"id":"W2898144492","doi":"10.1016/j.sleep.2018.10.010","title":"Pediatric sleep disorder medicine training in Canada: past, present and future","year":2018,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia; Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Sleep medicine; Competence (human resources); Medicine; Certification; Sleep (system call); Population; Pediatric Medicine; Sleep disorder; Medical education; Family medicine; Psychiatry; Psychology; Insomnia","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":[0.002251559,0.0003367094,0.0004291547,0.001981405,0.004581443,0.003985136,0.001929152,0.001602095,0.01135646],"category_scores_gemma":[0.004434921,0.0002908444,0.0005767667,0.006234274,0.001967936,0.001745481,0.001725727,0.002614227,0.0005371629],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07983041,"about_ca_system_score_gemma":0.2743164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843561,"about_ca_topic_score_gemma":0.9948291,"domain_scores_codex":[0.9964523,0.0002322243,0.0001270603,0.0002141046,0.0008497606,0.002124466],"domain_scores_gemma":[0.9815096,0.0007467225,0.001298637,0.00009763262,0.005348102,0.01099933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005484131,0.0008309148,0.5301886,0.00239805,0.000168977,0.0005647449,0.003236498,0.0006283886,0.0006355625,0.007730823,0.0976329,0.3554361],"study_design_scores_gemma":[0.0001004992,0.0001882068,0.8793309,0.003853661,0.0001127996,0.0002815007,0.01952628,0.0008461367,0.0002402539,0.0008002653,0.09463754,0.0000818411],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3649582,0.1712352,0.0007428578,0.3977351,0.005592066,0.0001744416,0.007790969,0.0002146024,0.05155662],"genre_scores_gemma":[0.8769115,0.08802891,0.002203967,0.01790303,0.000873393,0.00008120071,0.002051735,0.00003187988,0.01191441],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9201696,"threshold_uncertainty_score":0.5792129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830312686769891,"score_gpt":0.2833645595831273,"score_spread":0.2650614327154284,"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."}}