{"id":"W2056616760","doi":"10.1016/j.jmir.2008.09.006","title":"Canadian Radiation Therapy Clinical Educators Network","year":2008,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; CancerCare Manitoba; University of Toronto; BC Cancer Agency","funders":"","keywords":"Radiation Therapist; Variety (cybernetics); Professional development; Medical education; Medicine; Clinical Practice; Psychology; Nursing; Radiation therapy; Computer science","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":[0.00259041,0.0004765082,0.000430719,0.00330349,0.007285587,0.002454012,0.002098856,0.002109423,0.1768564],"category_scores_gemma":[0.01047072,0.0005051536,0.0004916912,0.002959333,0.0009757297,0.0009018222,0.002071478,0.002245989,0.01718195],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04148432,"about_ca_system_score_gemma":0.2859068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9265825,"about_ca_topic_score_gemma":0.9829077,"domain_scores_codex":[0.9971018,0.000276842,0.0000892036,0.00019071,0.001583086,0.0007583564],"domain_scores_gemma":[0.9666247,0.001555146,0.000618943,0.0005114599,0.0195024,0.01118735],"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":[0.00004111919,0.0001215515,0.005133874,0.0001025512,0.000007709823,0.00008535156,0.0001305132,0.0001056052,0.0001133692,0.003467077,0.9264826,0.06420861],"study_design_scores_gemma":[0.00003485298,0.00002166983,0.01459135,0.0001264948,0.00001382209,0.0001155294,0.0003024476,0.0002547518,0.0001501359,0.0006496037,0.9837241,0.00001536977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01398442,0.005907074,0.001700478,0.1707529,0.004742363,0.0006940114,0.0144474,0.0009890147,0.7867823],"genre_scores_gemma":[0.06391993,0.007692792,0.005836007,0.02006732,0.0007929229,0.0002861353,0.007322579,0.0002623487,0.8938199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9585157,"threshold_uncertainty_score":0.5916435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297294448684767,"score_gpt":0.4217274235086557,"score_spread":0.368754479021808,"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."}}