{"id":"W4205646276","doi":"10.1177/2292550319884490","title":"Exam Questions","year":2019,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital; Queen's University","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001322922,0.0008156928,0.0006635496,0.001732164,0.001256387,0.002793265,0.001017068,0.003705835,0.6984326],"category_scores_gemma":[0.01414867,0.0002504011,0.0007940434,0.000588159,0.0003523188,0.001605521,0.002255574,0.001753804,0.4800389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100023,"about_ca_system_score_gemma":0.001552647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009518498,"about_ca_topic_score_gemma":0.003295583,"domain_scores_codex":[0.9989666,0.0002223076,0.00006912316,0.00008607137,0.0003956011,0.0002603857],"domain_scores_gemma":[0.9927387,0.001228971,0.0004168646,0.0002476268,0.002603449,0.002764431],"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":[0.0000687757,0.0001108621,0.0008728553,0.00007485451,0.000002915343,0.0001440396,0.00003063176,0.00003482878,0.00008844115,0.0005647794,0.9739594,0.02404757],"study_design_scores_gemma":[0.00007074919,0.00009144684,0.003797161,0.000280365,0.00000591766,0.0006015179,0.0002345215,0.0001117554,0.0002601114,0.002615441,0.9919138,0.0000172564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006378113,0.001372091,0.001474536,0.05020978,0.00894237,0.00128669,0.01408422,0.001444692,0.9148075],"genre_scores_gemma":[0.01840539,0.001161059,0.001765276,0.02078907,0.004855568,0.0009418844,0.006992365,0.0005188597,0.9445705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3015674,"threshold_uncertainty_score":0.4301493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349701799410245,"score_gpt":0.2340531609693508,"score_spread":0.2105561429752484,"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."}}