{"id":"W4243644146","doi":"10.1503/cmaj.190404","title":"“New me”","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sketch; Computer science; World Wide Web; Data science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008620388,0.001191043,0.0005369982,0.0005980654,0.005347759,0.002891336,0.001302265,0.002682692,0.2679291],"category_scores_gemma":[0.006856809,0.0004182898,0.0008118799,0.000267665,0.001607174,0.005710497,0.004699072,0.008185869,0.1905048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006693093,"about_ca_system_score_gemma":0.001307338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003554539,"about_ca_topic_score_gemma":0.007624896,"domain_scores_codex":[0.9990661,0.0002974992,0.0000278705,0.0001409317,0.0002583301,0.0002093091],"domain_scores_gemma":[0.9981235,0.0001203704,0.0001043229,0.0001177219,0.000669166,0.0008649244],"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":[0.00002445963,0.00002983659,0.0002358757,0.00006714885,0.000004293976,0.0004506407,0.001630264,0.000009763909,0.0001589944,0.002223673,0.966243,0.02892207],"study_design_scores_gemma":[0.000006755206,0.00002314182,0.0003636453,0.0001314414,0.000003557829,0.001340397,0.002623864,0.00002359852,0.00008843291,0.0009487001,0.9944252,0.00002121455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00712093,0.009294598,0.009515975,0.2721873,0.0843993,0.0005145023,0.00116618,0.003636131,0.6121652],"genre_scores_gemma":[0.02010295,0.002792418,0.003554346,0.128665,0.004754927,0.0002789792,0.0003768615,0.001056655,0.8384179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7320709,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006669588580342663,"score_gpt":0.2599057696313501,"score_spread":0.2532361810510075,"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."}}