{"id":"W1878837025","doi":"10.4212/cjhp.v60i4.196","title":"CSHP 2015—Can You Hit the Target?","year":2007,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005860846,0.0001169795,0.0001828534,0.0001437686,0.002216864,0.00002936985,0.0005811791,0.00007100966,0.001505639],"category_scores_gemma":[0.0006328892,0.00006118413,0.00009053946,0.0002186706,0.0001708962,0.0001855976,0.00002252001,0.001756641,0.0002715276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004411882,"about_ca_system_score_gemma":0.003563314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01455829,"about_ca_topic_score_gemma":0.01923366,"domain_scores_codex":[0.9976654,0.0002343113,0.0008763716,0.00006419326,0.0004044766,0.0007552413],"domain_scores_gemma":[0.9972121,0.0004347321,0.0006064515,0.0001982022,0.0003891696,0.001159415],"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":[0.00009663131,0.00002398103,0.04480982,0.0001089672,0.00007632979,0.00009833824,0.03564698,0.00002503862,0.000009264273,0.005211367,0.8964244,0.01746892],"study_design_scores_gemma":[0.0009315742,0.0001470204,0.0190212,0.0001209596,0.00003267065,0.00002252706,0.003429107,0.0001118522,0.00004096685,0.001944216,0.9740871,0.0001108269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3621556,0.002531986,0.0008327151,0.5733734,0.01327589,0.001080023,0.00005034307,0.00003274618,0.04666727],"genre_scores_gemma":[0.9771439,0.00007327669,0.0001280463,0.01914306,0.002159949,0.000004345196,0.00000387632,0.00001506748,0.001328492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6149883,"threshold_uncertainty_score":0.9994071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1373615083208872,"score_gpt":0.4508280381155363,"score_spread":0.3134665297946492,"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."}}