{"id":"W2769313195","doi":"10.1093/pch/pxx119","title":"I am green with envy......","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00381681,0.001013194,0.001043341,0.001047194,0.009771544,0.008130509,0.00168498,0.005589008,0.1140153],"category_scores_gemma":[0.02673728,0.000618028,0.001122966,0.0005528677,0.006003923,0.00743589,0.005473844,0.01757942,0.09000579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203267,"about_ca_system_score_gemma":0.004782244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007069239,"about_ca_topic_score_gemma":0.009353646,"domain_scores_codex":[0.9957436,0.00119607,0.0001056893,0.0004546255,0.001562656,0.0009373553],"domain_scores_gemma":[0.9862916,0.001135679,0.0008364916,0.0005080822,0.004278646,0.006949497],"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":[0.00003413645,0.00004662976,0.0007367811,0.00008253032,0.00001189281,0.00030938,0.001863634,0.00002178821,0.0002277134,0.002814417,0.977272,0.01657899],"study_design_scores_gemma":[0.00001261486,0.00005528326,0.0008617489,0.0004248436,0.00001325904,0.001435221,0.007873192,0.00003637711,0.0001787023,0.003348696,0.9857104,0.00004945178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003979115,0.007873957,0.002370049,0.823605,0.05854286,0.00008126878,0.000253891,0.0007558937,0.1025379],"genre_scores_gemma":[0.03578063,0.01000757,0.002719739,0.4837882,0.01206961,0.0001419637,0.0002107712,0.000826819,0.4544547],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1140153,"threshold_uncertainty_score":0.3814192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746163664713307,"score_gpt":0.3320560971429448,"score_spread":0.3145944604958117,"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."}}