{"id":"W4416516133","doi":"10.21956/mep.19691.r29431","title":"Referee report. For: The Direct Economic and Opportunity Costs of the Medical College Admissions Test (MCAT) for Canadian Medical Students [version 1; peer review: awaiting peer review]","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Test (biology); Peer group; Peer-to-peer; Opportunity cost","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02578164,0.0001581337,0.000565426,0.0001122863,0.0007486385,0.00001537772,0.0009335551,0.0002312634,0.01524278],"category_scores_gemma":[0.4946375,0.00008362773,0.0001955451,0.0002939257,0.0007950774,0.00004298417,0.0003387484,0.0007380451,0.00002190142],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518586,"about_ca_system_score_gemma":0.0217655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007085322,"about_ca_topic_score_gemma":0.01359914,"domain_scores_codex":[0.9921853,0.0003364617,0.0008619321,0.0003733865,0.005736844,0.0005060655],"domain_scores_gemma":[0.9483541,0.009867109,0.0008680535,0.002676686,0.02049298,0.01774102],"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":[0.00002944313,0.0001442794,0.001778883,0.001241539,0.00005385211,0.00001476419,0.00006723159,5.574529e-9,0.00002434735,0.0001331232,0.9915358,0.004976732],"study_design_scores_gemma":[0.0008400804,0.0002352198,0.00411091,0.01513228,0.000113529,0.0001306411,0.0004805922,0.0001169021,0.0001266515,0.00001889856,0.9786116,0.00008269204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003554129,0.003702803,0.000004805554,0.9766592,0.0002771645,0.002823383,0.001433278,0.00001320809,0.01153202],"genre_scores_gemma":[0.1424233,0.04845402,0.0005784346,0.06024092,0.001859017,0.0008375837,0.003428046,0.0001135443,0.7420651],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9164183,"threshold_uncertainty_score":0.9995266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1233596778641561,"score_gpt":0.4734252252958926,"score_spread":0.3500655474317366,"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."}}