{"id":"W2969981125","doi":"10.21926/obm.icm.1903050","title":"Walk with Me","year":2019,"lang":"en","type":"article","venue":"OBM Integrative and Complementary Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Narrative; Grief; Meditation; Psychotherapist; Pseudonym; Psychology; Coping (psychology); Narrative medicine; Psychoanalysis; Competence (human resources); Social psychology; Art; Literature; History; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001794246,0.0001619193,0.0003431278,0.00008154441,0.00005147969,0.000003712439,0.00005021856,0.00003047311,0.006624897],"category_scores_gemma":[0.00003753449,0.00008398634,0.00002391323,0.0001480116,0.0002038439,0.00007010537,0.0000201259,0.0002269953,0.0000507208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004348495,"about_ca_system_score_gemma":0.00007748201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003487905,"about_ca_topic_score_gemma":0.00007081735,"domain_scores_codex":[0.9990335,0.00003374935,0.0002050445,0.0002488172,0.0002921554,0.0001867538],"domain_scores_gemma":[0.9993641,0.00009342465,0.00005490588,0.0001702636,0.0001016759,0.0002156684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004112111,0.001357425,0.4059602,0.0009425005,0.001356162,0.0002274341,0.2219743,7.490186e-7,0.01863719,0.03707198,0.1527424,0.1556176],"study_design_scores_gemma":[0.01748646,0.01930704,0.1437532,0.00338497,0.0007044631,0.0006158784,0.5348805,0.0003607137,0.006791466,0.002076886,0.2700829,0.0005555724],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943957,0.0005973501,0.0002867474,0.01934131,0.0002376688,0.0005673228,0.000006487141,0.00003348654,0.03497267],"genre_scores_gemma":[0.9865212,0.0001490943,0.0006714092,0.007074105,0.00026318,0.00002400773,0.0002601176,0.00001178913,0.005025031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3129062,"threshold_uncertainty_score":0.9942832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163330291802478,"score_gpt":0.3183747840792414,"score_spread":0.2967414811612166,"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."}}