{"id":"W2936245809","doi":"10.20421/ighpe2019.01.02","title":"Witnessing cancer: The voices that accompany me","year":2019,"lang":"en","type":"article","venue":"Innovations in Global Health Professions Education","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Royal Society; Royal Society of Canada","keywords":"Middle East; Cancer; Political science; History; Library science; Media studies; Humanities; Medicine; Sociology; Art; Law; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.008720501,0.0009776517,0.0009750823,0.0008652222,0.01284202,0.01020643,0.001263721,0.009105674,0.01147952],"category_scores_gemma":[0.04751114,0.0005654031,0.0007870105,0.0008631591,0.007527968,0.009465041,0.009665655,0.03765893,0.004968768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002635818,"about_ca_system_score_gemma":0.004593578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692743,"about_ca_topic_score_gemma":0.005443634,"domain_scores_codex":[0.9934052,0.003409693,0.0002528435,0.0004234978,0.001522547,0.0009861017],"domain_scores_gemma":[0.9742869,0.01277647,0.001954448,0.0008463272,0.003936328,0.006199561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003538304,0.00002403228,0.0007636877,0.0003137582,0.00002730198,0.001805343,0.04378422,0.00002965915,0.0005761515,0.003169412,0.9284149,0.0210562],"study_design_scores_gemma":[0.000008885546,0.00003338503,0.0007338347,0.0008708194,0.0000165413,0.002756221,0.09074119,0.00004164391,0.000210473,0.002662629,0.9018837,0.00004064669],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003451479,0.02112395,0.0004902604,0.9083934,0.0539005,0.00002669563,0.00007515203,0.00007464631,0.01246393],"genre_scores_gemma":[0.1015196,0.04018401,0.001331172,0.7268488,0.07805678,0.0001046217,0.0001124336,0.0003435727,0.05149894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01284202,"threshold_uncertainty_score":0.04611897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855317384079095,"score_gpt":0.4732646141718714,"score_spread":0.4247114403310804,"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."}}