{"id":"W4308512573","doi":"10.1001/jama.2022.18892","title":"The End","year":2022,"lang":"en","type":"article","venue":"JAMA","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Family 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001335808,0.001008645,0.0008103897,0.001691835,0.002122198,0.008822256,0.001870995,0.004058204,0.868872],"category_scores_gemma":[0.009787175,0.0004314427,0.0009800097,0.001280147,0.0007198101,0.004633347,0.004954888,0.003166018,0.8568139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290718,"about_ca_system_score_gemma":0.002561369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001856407,"about_ca_topic_score_gemma":0.002788475,"domain_scores_codex":[0.9984367,0.0002402443,0.0001240835,0.0002944318,0.0006904235,0.0002139858],"domain_scores_gemma":[0.9955706,0.0005226599,0.0001807458,0.0006927818,0.001977325,0.001055827],"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":[0.00001834106,0.00001535383,0.0001400939,0.00008872039,0.000002427583,0.00004299466,0.00002972259,0.00001833478,0.00008328486,0.002018746,0.9480288,0.04951308],"study_design_scores_gemma":[0.000004774896,0.000006410494,0.0001347618,0.00006920297,0.000001318104,0.00005952303,0.00003630314,0.00001408907,0.00004163612,0.0008689497,0.9987589,0.000004026399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003534982,0.001463252,0.00210204,0.01080098,0.01513363,0.000255922,0.007702317,0.003905519,0.9582829],"genre_scores_gemma":[0.002110147,0.00133668,0.001214477,0.008306736,0.002299725,0.0001815658,0.004992393,0.001387212,0.9781711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.131128,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621287953151733,"score_gpt":0.2967279921333023,"score_spread":0.280515112601785,"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."}}