{"id":"W4241983709","doi":"10.4212/cjhp.v67i1.1327","title":"MasterChef CSHP","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005470797,0.0008488868,0.0007089015,0.002480173,0.00166171,0.003045282,0.0009121087,0.00168278,0.7853925],"category_scores_gemma":[0.002892803,0.0003369353,0.000405912,0.001608953,0.0005810421,0.001359981,0.002412634,0.001473603,0.6302696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036636,"about_ca_system_score_gemma":0.003301172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008420348,"about_ca_topic_score_gemma":0.01480989,"domain_scores_codex":[0.9992105,0.00006250466,0.00003257757,0.0001627307,0.0004064094,0.0001252805],"domain_scores_gemma":[0.9988177,0.000138694,0.00004445031,0.0001704897,0.0004246139,0.0004040866],"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":[0.00003940167,0.00003722585,0.0002781585,0.0001081477,0.000005982283,0.0001179447,0.00004266988,0.0001556158,0.0004588254,0.01158683,0.6800407,0.3071286],"study_design_scores_gemma":[0.000007184842,0.000007147834,0.0003399647,0.00004094766,0.000001556415,0.00009753793,0.00001803608,0.0000995547,0.0001840793,0.001722217,0.9974774,0.000004383298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001369791,0.003679362,0.001977717,0.007286484,0.004218864,0.000111252,0.004019914,0.001961267,0.9753753],"genre_scores_gemma":[0.004322302,0.001207308,0.0008074184,0.0006930661,0.0005053987,0.00003939536,0.0009444494,0.0003651444,0.9911156],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7853925,"threshold_uncertainty_score":0.3061116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449857576634556,"score_gpt":0.2184714381034467,"score_spread":0.1739728623371012,"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."}}