{"id":"W4301499369","doi":"10.56026/imu.1.1.a21","title":"Abstract from the International Medical Education Conference 2007 (OS)","year":2007,"lang":"en","type":"article","venue":"International e-Journal of Science Medicine & Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001453956,0.001240246,0.0007643648,0.002154196,0.001601969,0.004742715,0.0009855866,0.002351432,0.3394688],"category_scores_gemma":[0.003493947,0.0002657571,0.0005766587,0.00168776,0.0004035396,0.001385577,0.00226822,0.002874254,0.1067441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790575,"about_ca_system_score_gemma":0.002762314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00418254,"about_ca_topic_score_gemma":0.01404559,"domain_scores_codex":[0.998591,0.0001436477,0.00008312135,0.0001317549,0.0007935289,0.0002569775],"domain_scores_gemma":[0.9964004,0.0004102906,0.0002109222,0.0001321329,0.001812058,0.001034134],"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":[0.0001382523,0.00005180019,0.0003978966,0.0002200338,0.000007583621,0.00005420114,0.00003534713,0.00004869311,0.0001615594,0.0003124762,0.9638636,0.03470857],"study_design_scores_gemma":[0.00002984094,0.00005945121,0.004509168,0.0003546936,0.000009349558,0.00003939049,0.0001067248,0.00008607334,0.0002858946,0.0001914442,0.9943159,0.00001196513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01029614,0.01823368,0.001192647,0.08042872,0.3349291,0.0008752006,0.02147976,0.0007326566,0.531832],"genre_scores_gemma":[0.01767468,0.007491179,0.0007265918,0.007615779,0.03392973,0.0002440781,0.009079549,0.0002833673,0.9229549],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3394688,"threshold_uncertainty_score":0.9421676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460836097540829,"score_gpt":0.4125061330378523,"score_spread":0.387897772062444,"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."}}