{"id":"W2905872724","doi":"10.1097/acm.0000000000002557","title":"The Match: To Thine Own Self Be True","year":2018,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Medical Education and Admissions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pride; Disappointment; Process (computing); Medical education; Psychology; Meaning (existential); Ideal (ethics); Public relations; Social psychology; Law; Medicine; Political science; Computer science; Psychotherapist","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007019978,0.0007440037,0.0008462589,0.0007025934,0.02497059,0.0144541,0.002269689,0.0158895,0.01255539],"category_scores_gemma":[0.0276119,0.0004209581,0.0008508121,0.000468818,0.03653604,0.02240533,0.01026729,0.03380297,0.004403715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005604378,"about_ca_system_score_gemma":0.007684116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007465278,"about_ca_topic_score_gemma":0.01591674,"domain_scores_codex":[0.9877165,0.007076709,0.0002301016,0.001204923,0.002091901,0.001679907],"domain_scores_gemma":[0.9883343,0.005758846,0.0006738231,0.0007866603,0.001882368,0.002563943],"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":[0.00002777546,0.00002059557,0.0002391883,0.00009312284,0.00001177105,0.0005969614,0.03834447,0.00004537765,0.00009378521,0.1732598,0.7749743,0.01229283],"study_design_scores_gemma":[0.000007316491,0.00001654013,0.0001514263,0.0002775769,0.00000432911,0.0003499964,0.04435713,0.00006485598,0.0000664066,0.03608529,0.9185969,0.00002217977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002352732,0.008121192,0.001614887,0.8927525,0.0420898,0.00001505211,0.00001780295,0.00005434761,0.05298162],"genre_scores_gemma":[0.1366308,0.006320323,0.001258109,0.7280589,0.02200203,0.00006844758,0.00002960609,0.0002664764,0.1053652],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02497059,"threshold_uncertainty_score":0.04200196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0578517414857414,"score_gpt":0.4198586578561789,"score_spread":0.3620069163704375,"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."}}