{"id":"W2785072529","doi":"10.26443/ijwpc.v5i1.170","title":"A novel source of patients' and families' written words to identify what they value in the doctor-patient encounter","year":2018,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Witness; Context (archaeology); Hippocratic Oath; Value (mathematics); Narrative; Psychology; Variety (cybernetics); Medicine; Immediate family; Family medicine; Social psychology; Psychiatry; Literature; History; Genealogy; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00245516,0.0004840101,0.0002556622,0.001651385,0.003978045,0.003617646,0.0005619376,0.000967115,0.004225835],"category_scores_gemma":[0.01488843,0.0001980801,0.0001860162,0.001257079,0.003586965,0.002086884,0.002284691,0.001642839,0.0007200419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498045,"about_ca_system_score_gemma":0.00132815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009374985,"about_ca_topic_score_gemma":0.0020602,"domain_scores_codex":[0.996988,0.002127473,0.0001529681,0.000215212,0.0003578334,0.0001584899],"domain_scores_gemma":[0.986864,0.009789077,0.001358908,0.0007062351,0.0009490002,0.0003328322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001578414,0.00005320408,0.006675668,0.0002984491,0.000009499656,0.003886177,0.9442705,0.00007811123,0.004358274,0.006694331,0.005284663,0.02823333],"study_design_scores_gemma":[0.00002421295,0.0001386182,0.01011379,0.0005330712,0.00002114989,0.008756656,0.8762008,0.0004363649,0.004572729,0.003792359,0.09535372,0.00005658859],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572902,0.001152478,0.008892529,0.005389437,0.0004561539,0.0002232228,0.0005118168,0.00008565525,0.0259985],"genre_scores_gemma":[0.9861014,0.0004102819,0.006112676,0.0006968599,0.0001043797,0.0001709605,0.0001297075,0.00005483059,0.006218845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004225835,"threshold_uncertainty_score":0.01413679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606504752458471,"score_gpt":0.319263565183449,"score_spread":0.3031985176588643,"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."}}