{"id":"W3209903772","doi":"10.1093/pch/pxab061.011","title":"15 2020 CaRMS Residency Match Confirms Popularity of Pediatrics","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Specialty; Medicine; Matching (statistics); Family medicine; Pediatrics; Popularity; Medical education; Multiple choice; Graduate medical education; Medical school; Psychology; Significant difference; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001956948,0.0001445678,0.0001651528,0.002979609,0.001005182,0.0008655681,0.0009071188,0.0003717221,0.009577746],"category_scores_gemma":[0.009072652,0.0001279046,0.0002743409,0.002998215,0.0004079482,0.0004035108,0.001126059,0.0004213306,0.002036445],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004840794,"about_ca_system_score_gemma":0.007603537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4853818,"about_ca_topic_score_gemma":0.6180229,"domain_scores_codex":[0.9971181,0.0002256009,0.0001334693,0.0002822244,0.001433076,0.0008075912],"domain_scores_gemma":[0.9879424,0.0007710559,0.002770236,0.0002445724,0.005237857,0.003033848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005908322,0.00002929166,0.9889088,0.00001957332,0.000007946039,0.0000291972,0.0001922575,0.00005749809,0.0001883906,0.00007285755,0.00325682,0.007178125],"study_design_scores_gemma":[0.000001086935,0.00002153657,0.9983639,0.000006203952,0.000001688286,0.0000260738,0.0003048395,0.00008527031,0.0001116321,0.000006528222,0.001069537,0.000001754485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782522,0.0002540904,0.0001980185,0.0005917652,0.00005861734,0.00005289598,0.007162658,0.00006591951,0.01336384],"genre_scores_gemma":[0.9931137,0.0001223668,0.0002742095,0.0001315433,0.00002549666,0.00002509423,0.003657177,0.00001382669,0.002636624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9951592,"threshold_uncertainty_score":0.965113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153300274716597,"score_gpt":0.3059594306390364,"score_spread":0.2844264278918704,"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."}}