{"id":"W2964519826","doi":"10.9778/cmajo.20190021","title":"Patterns of opioid prescribing by dentists in a pediatric population: a retrospective observational study","year":2019,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Observational study; Medicine; Opioid; Retrospective cohort study; Family medicine; Population; Environmental health; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001481588,0.0001114335,0.0003168137,0.00008999155,0.00002052567,0.00002848545,0.000168935,0.00003914808,0.000320128],"category_scores_gemma":[0.00004349196,0.0001042336,0.00003712872,0.0002411565,0.000003368583,0.0001956038,0.0001668009,0.00009100436,0.00003804153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787581,"about_ca_system_score_gemma":0.00008471364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007334396,"about_ca_topic_score_gemma":0.0005317898,"domain_scores_codex":[0.9989086,0.00004243182,0.0003090284,0.0002987906,0.000302338,0.0001388545],"domain_scores_gemma":[0.9994286,0.000028179,0.0001171243,0.0003075576,0.00007538638,0.00004319444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008141706,0.001109694,0.996543,0.00008006032,0.00003960812,0.00001001068,0.001640628,0.000005027322,0.00005521221,0.00005748786,0.0002477634,0.0001300779],"study_design_scores_gemma":[0.003751941,0.0004416503,0.9947289,0.00006804019,0.00006633296,0.000001870432,0.0006608309,0.00003459879,0.00006025453,0.00007222776,0.00002429799,0.00008905811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959137,0.0001495379,0.000007571196,0.0001048472,0.0001237194,0.003020743,0.00004113054,0.00001183659,0.0006268654],"genre_scores_gemma":[0.998131,0.00001893729,0.0001770209,0.00005212885,0.00003580806,0.0001339081,0.0002056787,0.00001783792,0.001227717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006802606,"threshold_uncertainty_score":0.9992759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04680205531021695,"score_gpt":0.3314468819792726,"score_spread":0.2846448266690557,"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."}}