{"id":"W4245335648","doi":"10.1177/229255030201000404","title":"Examination skills: General advice for candidates","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Advice (programming); Medical education; Medical physics; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000698685,0.0006616167,0.0007596152,0.001066801,0.001971796,0.00064667,0.0006084217,0.00387596,0.06272372],"category_scores_gemma":[0.006144041,0.0002457286,0.0005746419,0.0003791757,0.0003377364,0.0009151516,0.001165786,0.002224394,0.01536479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000623156,"about_ca_system_score_gemma":0.002237084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003522965,"about_ca_topic_score_gemma":0.01280364,"domain_scores_codex":[0.9996231,0.00007818209,0.00003877646,0.00002713004,0.0001035608,0.0001293603],"domain_scores_gemma":[0.9968469,0.0005431266,0.0001659059,0.00005374431,0.00051213,0.001878235],"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":[0.0002389363,0.001802179,0.03019081,0.0007006406,0.00002909813,0.006378836,0.00107747,0.0001825309,0.001296637,0.0003985896,0.7047806,0.2529237],"study_design_scores_gemma":[0.0004156278,0.001397739,0.2350223,0.004229937,0.0001111358,0.02623425,0.007031461,0.0006025772,0.001023206,0.004399267,0.7193816,0.0001508108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1585736,0.03099924,0.007854497,0.4753284,0.01613278,0.001939982,0.001479149,0.001891225,0.3058013],"genre_scores_gemma":[0.4032423,0.04790966,0.03391986,0.1290748,0.01986842,0.002283422,0.002113162,0.0003959079,0.3611926],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06272372,"threshold_uncertainty_score":0.2098318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897580170544216,"score_gpt":0.2587567059406663,"score_spread":0.2397809042352241,"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."}}