{"id":"W2181710882","doi":"10.47102/annals-acadmedsg.v36n9p725","title":"Helping Learners in Difficulty – The Incidence and Effectiveness of Remedial Programmes of the Medical Radiation Sciences Programme at University of Toronto and the Michener Institute for Applied Sciences, Toronto, Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"Annals of the Academy of Medicine Singapore","topic":"Innovations in Medical Education","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Institute for Christian Studies; Michener Institute; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Remedial education; Medicine; Medical education; Academic year; Family medicine; Mathematics education; Psychology","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":[0.004609688,0.0002776752,0.0005708931,0.002402708,0.001074465,0.001290467,0.001639575,0.000651199,0.001987117],"category_scores_gemma":[0.04936559,0.0002711133,0.0004963417,0.001661507,0.0009377627,0.0007844192,0.001793225,0.0008062142,0.0003061497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004844053,"about_ca_system_score_gemma":0.007817486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09936097,"about_ca_topic_score_gemma":0.1381058,"domain_scores_codex":[0.9925492,0.001429755,0.0007069241,0.0004702205,0.004072007,0.0007718212],"domain_scores_gemma":[0.9526907,0.007467128,0.01988513,0.001694647,0.009877839,0.008384652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002065567,0.0002608511,0.9457085,0.0002680967,0.00006274209,0.0001198224,0.00175576,0.00009732961,0.0001400305,0.00003682987,0.00102884,0.05031461],"study_design_scores_gemma":[0.000006876563,0.0002634248,0.9977314,0.000117248,0.00001706564,0.0001258434,0.0009371267,0.00006097078,0.00008340356,0.0000139016,0.0006355318,0.000007201134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931624,0.002422324,0.00008958365,0.0006764396,0.00002663929,0.0001306633,0.0004056863,0.00002846722,0.003057869],"genre_scores_gemma":[0.9981568,0.0009855963,0.00018774,0.00005057804,0.00001435869,0.00004055318,0.0001617268,0.000003860504,0.0003987693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9006391,"threshold_uncertainty_score":0.1975653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03717544714071837,"score_gpt":0.3347831262212947,"score_spread":0.2976076790805764,"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."}}