{"id":"W4413552148","doi":"10.64628/aap.rtxwpfu9s","title":"A national licence for doctors in Canada: Is it really possible?","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Business; Internet privacy; Geography; Computer science","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":[0.008292704,0.0004221319,0.0009989609,0.001888502,0.0158421,0.01840762,0.002167396,0.01336557,0.04508664],"category_scores_gemma":[0.05010556,0.0004982831,0.0007947834,0.003289363,0.009128298,0.006632977,0.00466755,0.01211712,0.003472632],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06596488,"about_ca_system_score_gemma":0.2438594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9614189,"about_ca_topic_score_gemma":0.9780003,"domain_scores_codex":[0.9816957,0.001507039,0.000376142,0.0007919905,0.007389288,0.008239917],"domain_scores_gemma":[0.952664,0.006614292,0.00164906,0.001421503,0.01601065,0.0216405],"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":[0.0001207128,0.000108953,0.01306746,0.0002943075,0.00006577185,0.0005543229,0.004160778,0.0002013173,0.0002112943,0.1873973,0.7447997,0.04901816],"study_design_scores_gemma":[0.0001144649,0.00005619552,0.05018064,0.00161786,0.000116514,0.0003410025,0.01574018,0.000489203,0.0003126712,0.02490787,0.9059268,0.0001965937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02296259,0.007072475,0.0006666043,0.700087,0.005120619,0.00009039886,0.0009344543,0.0001370074,0.2629288],"genre_scores_gemma":[0.4828165,0.007389125,0.002257152,0.2178238,0.002290775,0.000114994,0.0009717527,0.0002753631,0.2860605],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9340351,"threshold_uncertainty_score":0.4786109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05646825430454615,"score_gpt":0.3712547053635641,"score_spread":0.314786451059018,"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."}}