{"id":"W4387996868","doi":"10.1097/acm.0000000000005485","title":"In Reply to Kelly et al","year":2023,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.005821493,0.001640587,0.001985449,0.001331713,0.004046859,0.005282459,0.004067927,0.03717302,0.01541583],"category_scores_gemma":[0.06946143,0.001110444,0.001658811,0.001082846,0.003970386,0.006406164,0.003861523,0.04838946,0.01601919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004502351,"about_ca_system_score_gemma":0.006985162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005076315,"about_ca_topic_score_gemma":0.005981198,"domain_scores_codex":[0.993118,0.001583531,0.0008988066,0.0009488782,0.002576004,0.0008746695],"domain_scores_gemma":[0.9776226,0.00734181,0.002071521,0.0007597298,0.008527002,0.003677345],"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":[0.00001272557,0.000008733088,0.0001129181,0.00003832896,0.000005531689,0.0001886184,0.00007110796,0.00001457017,0.00003468296,0.0002150722,0.9972451,0.002052693],"study_design_scores_gemma":[0.00003506785,0.00003730903,0.0005708542,0.0003625021,0.00002174741,0.001445454,0.0008972656,0.0001791346,0.0002341599,0.001531953,0.9945973,0.00008715364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002068055,0.001234171,0.0001475775,0.845109,0.1521827,0.00002893755,0.00007939139,0.0001376554,0.0008737168],"genre_scores_gemma":[0.001530063,0.0007638236,0.0002131715,0.9437551,0.04779566,0.00008286823,0.00003065485,0.00005371009,0.005774984],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03717302,"threshold_uncertainty_score":0.05157107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04188339215387311,"score_gpt":0.4516622815873845,"score_spread":0.4097788894335114,"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."}}