{"id":"W2774889058","doi":"10.1016/j.jmir.2017.10.006","title":"Good Luck With That … Making Your Own Opportunities","year":2017,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Luck; Psychology; Computer science; Philosophy; Epistemology","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":[0.009114868,0.00104905,0.0006700934,0.001038952,0.005006007,0.01242198,0.0015463,0.004368566,0.06748288],"category_scores_gemma":[0.03669245,0.0005234243,0.001324055,0.0004569388,0.006202156,0.01350331,0.009879641,0.01225162,0.03613893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306295,"about_ca_system_score_gemma":0.005820553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098626,"about_ca_topic_score_gemma":0.003421167,"domain_scores_codex":[0.9916469,0.003045159,0.0002217184,0.0005081099,0.003597382,0.000980636],"domain_scores_gemma":[0.9645247,0.004423751,0.001337695,0.002888344,0.007390901,0.01943462],"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":[0.0000615242,0.0002453422,0.001474457,0.0001565952,0.00006569321,0.0003664611,0.00361257,0.0003120581,0.0008200383,0.03965008,0.8390536,0.1141817],"study_design_scores_gemma":[0.00002733806,0.00006670006,0.0006236737,0.0003175103,0.00002456455,0.0009729622,0.004528507,0.0001612476,0.000336531,0.04039606,0.952484,0.00006096041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007528001,0.008611615,0.0239478,0.6597748,0.05704503,0.0001131395,0.0001479567,0.001198498,0.2416332],"genre_scores_gemma":[0.1468673,0.01094368,0.0380053,0.219161,0.03072141,0.0002595135,0.0003288476,0.001653448,0.5520595],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06748288,"threshold_uncertainty_score":0.2257528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15606232601731,"score_gpt":0.4470442287862338,"score_spread":0.2909819027689238,"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."}}