{"id":"W4286419024","doi":"","title":"Training and practice of dentistry in France and Quebec","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dentistry; Medicine; Orthodontics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276171,0.0002876905,0.0003785305,0.002619532,0.00482265,0.00273482,0.001244389,0.001095988,0.0134391],"category_scores_gemma":[0.003803696,0.0002786655,0.0004753692,0.005078897,0.001090809,0.0009032648,0.001304467,0.001252347,0.0007341995],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06579611,"about_ca_system_score_gemma":0.07350708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9917013,"about_ca_topic_score_gemma":0.9956185,"domain_scores_codex":[0.9973741,0.0005271787,0.0001102202,0.0002172664,0.0005881473,0.001183068],"domain_scores_gemma":[0.9935149,0.0009511499,0.0006541901,0.0001028595,0.00185099,0.002925745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004977065,0.0006387657,0.6384435,0.0006721716,0.0001968067,0.002025668,0.04398176,0.002053738,0.001707469,0.03027586,0.03924172,0.2402648],"study_design_scores_gemma":[0.00002209794,0.00006815335,0.8994049,0.0003518677,0.00001950888,0.0002364933,0.01866579,0.00107849,0.0001729073,0.0002052796,0.0797343,0.00004019985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9211379,0.009834763,0.0004437483,0.01032744,0.0002304867,0.0001066857,0.003679127,0.00008927914,0.05415064],"genre_scores_gemma":[0.9453148,0.002623047,0.0005211273,0.0006637195,0.00003604733,0.00005842729,0.0008012436,0.00002286109,0.0499587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9917013,"threshold_uncertainty_score":0.4773865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0876514085676348,"score_gpt":0.4260248668787837,"score_spread":0.3383734583111488,"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."}}