{"id":"W1607446912","doi":"10.25011/cim.v30i4.2763","title":"3. Interactive online software documenting and corroborating exposure to CanMEDS Roles","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Program director; Documentation; Medicine; Medical education; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002819103,0.001038549,0.0003999427,0.004038821,0.0005041555,0.00114515,0.0009814168,0.000870756,0.07863835],"category_scores_gemma":[0.01059892,0.0005616107,0.0004597531,0.001226196,0.0002755175,0.001304052,0.001322669,0.0005056522,0.02450212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00036887,"about_ca_system_score_gemma":0.0008691906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004743412,"about_ca_topic_score_gemma":0.006681939,"domain_scores_codex":[0.9988919,0.0003138368,0.0001434977,0.0002057144,0.0003389283,0.0001062091],"domain_scores_gemma":[0.9850852,0.007541738,0.001026951,0.002209767,0.003600538,0.0005358029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002021027,0.0008685148,0.03729868,0.001328796,0.00006954635,0.0006838868,0.002944505,0.0007626268,0.02383558,0.001601859,0.2214577,0.7071273],"study_design_scores_gemma":[0.001029795,0.001554535,0.2806267,0.0009319378,0.0002522403,0.00158233,0.001793153,0.03712523,0.09861581,0.004258294,0.5715622,0.0006678673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.1779864,0.00031837,0.1724628,0.001734799,0.0006924471,0.008573817,0.08304783,0.4186302,0.1365534],"genre_scores_gemma":[0.301243,0.0005114982,0.4751357,0.001028294,0.0004348852,0.009674536,0.04681279,0.01282686,0.1523324],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.07863835,"threshold_uncertainty_score":0.2630715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069872569368856,"score_gpt":0.3619269696220522,"score_spread":0.2549397126851666,"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."}}