{"id":"W2030518407","doi":"10.1016/j.carj.2013.08.002","title":"Book Review: Pocket Tutor: Emergency Imaging","year":2013,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; TUTOR; Medical physics; Radiology; Mathematics 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":[],"consensus_categories":[],"category_scores_codex":[0.001072054,0.001618824,0.00182621,0.002674252,0.001808599,0.003316086,0.001740297,0.009153485,0.1333244],"category_scores_gemma":[0.01096339,0.00071827,0.0008237903,0.001832795,0.001042943,0.002560493,0.00161109,0.005892376,0.08414979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002308538,"about_ca_system_score_gemma":0.003009886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004792694,"about_ca_topic_score_gemma":0.03021851,"domain_scores_codex":[0.9989672,0.0002125694,0.0001084197,0.0001229327,0.0004759904,0.0001130302],"domain_scores_gemma":[0.988649,0.002099495,0.0004735992,0.0003263336,0.005461871,0.002989776],"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":[0.000005965791,0.000006543685,0.00004603765,0.00003080793,0.000001207166,0.0001591233,0.000002928817,0.00001935621,0.0000185083,0.00006207173,0.9942305,0.005416996],"study_design_scores_gemma":[0.00002100447,0.00002221235,0.0006570194,0.0002547408,0.000006837009,0.001257842,0.00005318534,0.00008692803,0.00004288415,0.0003826862,0.9972007,0.0000139519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.001131018,0.0427878,0.001088943,0.262075,0.532765,0.0002854448,0.0004728932,0.0007320175,0.1586618],"genre_scores_gemma":[0.00627545,0.02617531,0.0008381307,0.08455169,0.332048,0.00009983977,0.0004949883,0.0003979739,0.5491186],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1333244,"threshold_uncertainty_score":0.4460147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092351295755026,"score_gpt":0.2868437985592602,"score_spread":0.2759202856017099,"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."}}