{"id":"W4296788800","doi":"10.1684/epd.2022.1485","title":"Introducing the Epileptic Disorders Internship Program","year":2022,"lang":"en","type":"article","venue":"Epileptic Disorders","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Internship; Epilepsy; Psychology; Medicine; Psychiatry; Medical education","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":[0.0003530028,0.0003189572,0.0001371361,0.0005295327,0.0007666762,0.0006820555,0.0004014952,0.000617868,0.1603733],"category_scores_gemma":[0.001101291,0.0001357909,0.0002524901,0.0002027175,0.0002828141,0.0005999915,0.002098495,0.001163996,0.02374654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005217295,"about_ca_system_score_gemma":0.001819548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139922,"about_ca_topic_score_gemma":0.006805317,"domain_scores_codex":[0.9997993,0.00003881797,0.00001023571,0.00002656693,0.00003812021,0.00008697827],"domain_scores_gemma":[0.9973093,0.00006942859,0.00008034732,0.00004790538,0.0001304243,0.002362585],"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":[0.0002270401,0.001102595,0.03040411,0.0001537629,0.00002390875,0.005279172,0.0002768938,0.0001971649,0.001081309,0.002225941,0.6298849,0.3291432],"study_design_scores_gemma":[0.0001562458,0.0006549717,0.07339354,0.0003772662,0.00002301772,0.009370694,0.001356038,0.0003751825,0.0003865304,0.001972665,0.9119076,0.00002624416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1647656,0.007219722,0.003435816,0.1513401,0.02124196,0.0007225834,0.002252371,0.001779664,0.6472421],"genre_scores_gemma":[0.3346715,0.01480605,0.005487225,0.03802163,0.01595581,0.0003209939,0.002186036,0.000604429,0.5879463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1603733,"threshold_uncertainty_score":0.5365022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009425011565179543,"score_gpt":0.2994573331616228,"score_spread":0.2900323215964433,"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."}}