{"id":"W2778895899","doi":"10.5770/cgj.20.287","title":"From Physician to Patient: a Personal Journey","year":2017,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Dalhousie University","funders":"","keywords":"Medicine; Tribe; Parkinsonism; Reflection (computer programming); Medical education; Nursing; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003832841,0.0001553135,0.0002809971,0.0003323619,0.001294348,0.000287655,0.0003616679,0.0001286383,0.001269657],"category_scores_gemma":[0.002661887,0.0001504433,0.0001456182,0.00009897657,0.00008892215,0.0003082746,0.000034288,0.0009656337,0.0008038646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068602,"about_ca_system_score_gemma":0.00256415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0246674,"about_ca_topic_score_gemma":0.01253356,"domain_scores_codex":[0.9983181,0.00005854696,0.0002877989,0.0002242977,0.0005888294,0.0005224735],"domain_scores_gemma":[0.9948978,0.00006132789,0.0003028792,0.0004234953,0.0002463542,0.004068166],"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":[0.0001669089,0.00007947301,0.002789624,0.00001210713,0.0001431334,0.00556876,0.006187086,0.000002038863,0.0006090597,0.00003159206,0.8004673,0.1839429],"study_design_scores_gemma":[0.0009945041,0.0001887288,0.01878868,0.00007896365,0.000135245,0.0006185497,0.0006172081,0.00005692861,0.00002723574,0.0001687974,0.9781303,0.000194827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204312,0.001072987,0.0003559041,0.1071681,0.006127902,0.0003443843,0.0001254807,0.00002766469,0.06434631],"genre_scores_gemma":[0.9710729,0.00004565074,0.002606877,0.01781242,0.0067394,0.000003319351,0.000008565768,0.00004524952,0.001665659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837481,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833556244126275,"score_gpt":0.2826127266087409,"score_spread":0.2542771641674781,"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."}}