{"id":"W2316155255","doi":"10.15331/jdsm.3728","title":"Sleep Medicine Education at Dental Schools in Australia and New Zealand","year":2014,"lang":"en","type":"article","venue":"Journal of Dental Sleep Medicine","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep (system call); Dental education; Medicine; Medical education; Optometry; Dentistry; Family medicine; Geography; Computer science","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":[0.00287291,0.000464131,0.0004810003,0.001601219,0.001805302,0.002817808,0.0009216672,0.002654166,0.01973681],"category_scores_gemma":[0.01119587,0.0003330831,0.0005294075,0.001041109,0.0008637544,0.0008710681,0.0007020968,0.001972885,0.001830823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003741393,"about_ca_system_score_gemma":0.01341161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03014592,"about_ca_topic_score_gemma":0.0966652,"domain_scores_codex":[0.9982817,0.0002317016,0.0002146497,0.0001394256,0.0009027279,0.0002297606],"domain_scores_gemma":[0.9833614,0.001884283,0.001373842,0.0002302176,0.007939267,0.005210953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006295871,0.00004858854,0.003020351,0.0009200953,0.00001513717,0.0003014744,0.0003875874,0.00002345534,0.0002584906,0.0003572008,0.9449168,0.04968775],"study_design_scores_gemma":[0.00005766792,0.00008704948,0.03326693,0.001303591,0.00002703104,0.0003730606,0.001432396,0.00005010692,0.0001365697,0.0001085268,0.9631441,0.00001303155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0084032,0.04180446,0.0001915943,0.2940502,0.634371,0.0001317088,0.0003698939,0.0001234644,0.02055444],"genre_scores_gemma":[0.1442846,0.1190586,0.00137261,0.102518,0.5323908,0.0002894537,0.0006439468,0.0001837646,0.09925817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03014592,"threshold_uncertainty_score":0.06602615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04680781056552501,"score_gpt":0.4244542225354356,"score_spread":0.3776464119699106,"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."}}