{"id":"W4376131235","doi":"10.1111/jgs.18404","title":"Going through the fire","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical emergency","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":[0.00197937,0.001273355,0.001022013,0.0007390731,0.02266291,0.008311336,0.001868809,0.004478716,0.1577814],"category_scores_gemma":[0.009524465,0.000536236,0.00129675,0.0004425193,0.005061036,0.006323286,0.009521002,0.01306673,0.06227012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005428292,"about_ca_system_score_gemma":0.01047241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06023509,"about_ca_topic_score_gemma":0.1291066,"domain_scores_codex":[0.9970778,0.0006089506,0.00006916323,0.0003454328,0.0007534176,0.001145141],"domain_scores_gemma":[0.9937983,0.0001970449,0.0002024558,0.0002634289,0.001544338,0.003994367],"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":[0.00002525658,0.00006365692,0.001210143,0.00006001732,0.00001729219,0.0007026669,0.009182522,0.00001648164,0.0001690624,0.00462124,0.9557186,0.02821304],"study_design_scores_gemma":[0.000006949241,0.00003960988,0.001103342,0.0002399885,0.00001035633,0.000749265,0.02472054,0.00001491705,0.00006472344,0.001622302,0.9714066,0.00002146752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0181095,0.01405002,0.003131089,0.3172298,0.05929167,0.0002436401,0.0009828355,0.001525966,0.5854355],"genre_scores_gemma":[0.06238277,0.0080987,0.001741712,0.1473951,0.003488552,0.0001332588,0.0005630779,0.0008314438,0.7753654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1577814,"threshold_uncertainty_score":0.5278314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246177222419768,"score_gpt":0.3225714740058577,"score_spread":0.30010970178166,"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."}}