{"id":"W2082652886","doi":"10.1503/cmaj.081694","title":"Shades of grey: patient versus client","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Toronto Public Health","funders":"","keywords":"Salary; Clothing; Head (geology); Medicine; Law; Political science","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":[],"category_scores_codex":[0.002990187,0.00007774352,0.0002078268,0.0001523781,0.0005354309,0.00001015751,0.0001609791,0.0003643495,0.004290167],"category_scores_gemma":[0.003207742,0.00007031274,0.0000725011,0.0001842528,0.00001708763,0.00007856605,0.00001389029,0.001163551,0.0002247835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674215,"about_ca_system_score_gemma":0.003804748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00514287,"about_ca_topic_score_gemma":0.0430612,"domain_scores_codex":[0.9965507,0.0007635929,0.0007958096,0.0001046904,0.001193905,0.000591277],"domain_scores_gemma":[0.9970721,0.0003752467,0.0004340141,0.0001023795,0.000487745,0.001528541],"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":[0.00006213349,0.00007529821,0.01802736,0.00005368674,0.00008768269,0.0001215465,0.006077316,0.000003930985,0.0000029198,0.01870138,0.5407954,0.4159913],"study_design_scores_gemma":[0.001144296,0.0002800408,0.04632649,0.0001695662,0.00001309395,0.000002979882,0.006052264,0.00003083548,0.000002238254,0.0007721405,0.9451179,0.00008815775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5485079,0.0003084368,0.0001652546,0.3717601,0.007044139,0.0005910008,0.00005473319,0.00004292277,0.07152549],"genre_scores_gemma":[0.950991,0.0001796711,0.0001164096,0.04710546,0.00107415,0.000006255217,0.000008264935,0.000006709619,0.0005120519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4159032,"threshold_uncertainty_score":0.9966201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06170771112049937,"score_gpt":0.4179381594877572,"score_spread":0.3562304483672578,"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."}}