{"id":"W2075804624","doi":"10.5664/jcsm.4370","title":"Sleep Disturbances among Medical Students: A Global Perspective","year":2015,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":451,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Sleep (system call); Medicine; Intervention (counseling); Perspective (graphical); Medical education; Population; Etiology; Sleep disorder; Gerontology; Psychiatry; Family medicine; Insomnia; Environmental health","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":[0.0008181877,0.000834603,0.001994152,0.004569006,0.0003992603,0.001684397,0.0006488489,0.001490113,0.003091459],"category_scores_gemma":[0.001791758,0.0003211948,0.001016122,0.004418882,0.0005539986,0.001753022,0.001316101,0.001726986,0.0003869271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007275489,"about_ca_system_score_gemma":0.002028561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002841623,"about_ca_topic_score_gemma":0.01137182,"domain_scores_codex":[0.9996272,0.00006159722,0.00009953852,0.00007732929,0.00009261805,0.00004167216],"domain_scores_gemma":[0.9985424,0.0006490723,0.0003826701,0.00001577662,0.0002550349,0.0001549572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002511146,0.0001934761,0.007749175,0.07213797,0.001082942,0.0003766338,0.0003298718,0.0002319625,0.0004002862,0.0008822407,0.02582621,0.8905381],"study_design_scores_gemma":[0.0002686164,0.0007050671,0.1184306,0.1844407,0.007629546,0.007558338,0.003385742,0.0003802539,0.0003991914,0.002273735,0.6743102,0.0002180306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002592859,0.9990062,0.00001599291,0.0004174117,0.0001333763,0.000001652077,0.00001755036,0.000001544092,0.0001469919],"genre_scores_gemma":[0.00200472,0.9972082,0.00004540856,0.0003896055,0.0002646256,0.000002573574,0.00001769803,4.918107e-7,0.00006661285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004569006,"threshold_uncertainty_score":0.01034194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087190155125355,"score_gpt":0.542051591012261,"score_spread":0.4333325754997254,"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."}}