{"id":"W2788969895","doi":"","title":"Amazing idea: <i>Blind medical school and CaRMS applications of all applicant names until interview selections are complete</i>.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Duty; Medicine; Family medicine; Alternative medicine; Medical emergency; Pediatrics; Pathology; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01249915,0.0008611295,0.0008923699,0.00178361,0.007646623,0.006257021,0.002004669,0.0078222,0.2101168],"category_scores_gemma":[0.08154995,0.0009708516,0.0008161154,0.001370335,0.002299751,0.00776957,0.002428215,0.008322938,0.1394731],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045173,"about_ca_system_score_gemma":0.006334166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01715344,"about_ca_topic_score_gemma":0.03334069,"domain_scores_codex":[0.9944893,0.001361503,0.000491286,0.0006989102,0.002010857,0.0009481028],"domain_scores_gemma":[0.9344108,0.02138721,0.003016029,0.005317462,0.02880372,0.007064941],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000207151,0.00001488587,0.0002632733,0.00001575929,0.00000136015,0.00002736657,0.0002329551,0.000007054446,0.0001273263,0.0009283018,0.9934586,0.004902349],"study_design_scores_gemma":[0.00002230063,0.00002926427,0.002237669,0.00009310503,0.000004590729,0.00007379092,0.00132814,0.0001254368,0.0002625207,0.001823097,0.9939547,0.00004531475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002636666,0.000644645,0.004513988,0.8462349,0.05763787,0.0003592722,0.003321914,0.003311297,0.08133948],"genre_scores_gemma":[0.01956502,0.0006209536,0.007453388,0.5077004,0.01546136,0.0008835762,0.002005177,0.001730844,0.4445793],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9979548,"threshold_uncertainty_score":0.7029107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09535036091167981,"score_gpt":0.2812575811119455,"score_spread":0.1859072202002657,"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."}}