{"id":"W1966814078","doi":"10.4212/cjhp.v66i2.1239","title":"A Year in the Life of a Resident","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Children's Hospital of Winnipeg","funders":"","keywords":"Medicine","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":[0.002949963,0.00005462705,0.0001314299,0.0001104493,0.0002617821,0.0000250678,0.0006139607,0.00002796654,0.005898968],"category_scores_gemma":[0.004173171,0.00002602655,0.00005249647,0.0001908698,0.0001373846,0.0002301612,0.00002061941,0.001228635,0.0002895095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006314427,"about_ca_system_score_gemma":0.004011436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1400571,"about_ca_topic_score_gemma":0.04201053,"domain_scores_codex":[0.9978265,0.000926916,0.0004225366,0.00004454911,0.000413468,0.0003660495],"domain_scores_gemma":[0.9973896,0.001286962,0.0002902818,0.0001458612,0.0002419014,0.0006453674],"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":[0.0001117478,0.00005267222,0.1203288,0.00009457311,0.00008963352,0.0001864983,0.03536052,0.000003432729,0.00006313026,0.002465798,0.8367927,0.004450492],"study_design_scores_gemma":[0.003632802,0.0008358699,0.3457849,0.0005260296,0.0000720337,0.00002093214,0.04036083,0.00007901769,0.00006205151,0.01285237,0.5955847,0.0001884314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8484783,0.001528158,0.000001885222,0.1369039,0.0004166702,0.0004483846,0.000005302891,0.000001087212,0.0122164],"genre_scores_gemma":[0.9957539,0.0002392391,0.00001704304,0.003202281,0.000391132,0.00001400464,3.347828e-7,0.000006038976,0.0003760284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241208,"threshold_uncertainty_score":0.9950098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162007601737669,"score_gpt":0.4750981817869306,"score_spread":0.3588974216131637,"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."}}