{"id":"W2415862170","doi":"10.1097/acm.0b013e318271f8da","title":"Perspective","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005054421,0.0001112372,0.0002454804,0.00007607067,0.00004003918,8.352263e-7,0.0000658183,0.0001141319,0.001891858],"category_scores_gemma":[0.001163561,0.00007175103,0.00003575461,0.0001743599,0.0001323176,0.0001944707,0.00003029902,0.0007502574,0.0003878151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009615879,"about_ca_system_score_gemma":0.00002373847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003369961,"about_ca_topic_score_gemma":9.460741e-8,"domain_scores_codex":[0.9989406,0.00004168209,0.000217836,0.0001295172,0.0003268378,0.0003434877],"domain_scores_gemma":[0.9989668,0.0002842357,0.0000711189,0.0001498881,0.00006066684,0.0004672962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004281159,0.00006866057,0.8166102,0.0001030595,0.0001738019,0.00001891716,0.01638943,1.998818e-7,0.007593802,0.07320733,0.08188796,0.003518509],"study_design_scores_gemma":[0.00432467,0.0004903105,0.09313947,0.000247428,0.0007000318,0.0004603123,0.009594857,0.0001715761,0.001745,0.002299391,0.8865809,0.0002460504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5331329,0.01970478,0.0004715414,0.08075652,0.001724912,0.0006344055,0.000001798932,0.0001785455,0.3633947],"genre_scores_gemma":[0.9768611,0.0007707959,0.0000755444,0.01401798,0.002166491,0.000007741235,0.000005798443,0.00001379787,0.006080707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8046929,"threshold_uncertainty_score":0.9990206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2702696687472186,"score_gpt":0.5100339332886324,"score_spread":0.2397642645414139,"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."}}