{"id":"W4232726483","doi":"10.15273/dmj.vol34no2.4024","title":"Special Medical Humanities Issue","year":2006,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Computer science; Political science; Sociology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001610408,0.000214454,0.0004523269,0.0001935703,0.0002850189,0.00005926719,0.0003164588,0.0004633903,0.07768216],"category_scores_gemma":[0.003094944,0.0001585089,0.0002072517,0.0002098496,0.0005213218,0.000123874,0.00006792624,0.001777163,0.0006672488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163004,"about_ca_system_score_gemma":0.002081306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008705196,"about_ca_topic_score_gemma":0.00008062048,"domain_scores_codex":[0.9945601,0.0001196594,0.0007888349,0.000245544,0.003705009,0.0005808777],"domain_scores_gemma":[0.9978591,0.0001742205,0.0001486506,0.000213287,0.0002029058,0.001401901],"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":[0.0001469644,0.001074541,0.002054228,0.00007688539,0.00006288253,0.004555633,0.003469579,4.124947e-7,0.00002493872,0.001847686,0.8275701,0.1591162],"study_design_scores_gemma":[0.002609509,0.0003023926,0.01492158,0.0004621782,0.0001012476,0.01106261,0.002380152,0.00008023187,0.0001226661,0.001219054,0.96654,0.0001984052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.5483059,0.001388625,0.001134149,0.07207142,0.01416792,0.0003269188,0.00000683232,0.0002260852,0.3623722],"genre_scores_gemma":[0.379513,0.001717075,0.001212939,0.044569,0.5270099,0.00002892018,0.0001924101,0.0001324383,0.04562434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.512842,"threshold_uncertainty_score":0.923161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678888994665216,"score_gpt":0.2960301455463648,"score_spread":0.2792412555997126,"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."}}