{"id":"W1909206855","doi":"10.4212/cjhp.v61i6.105","title":"Concise Cardiology: An Evidence-Based Handbook","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Medical Case Reports and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regina Qu'Appelle Health Region","funders":"","keywords":"Medicine; Medical physics; Cardiology; Internal medicine; Computer science; Library 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":[],"consensus_categories":[],"category_scores_codex":[0.0005715488,0.0001202151,0.0003739822,0.00009891505,0.0003740091,0.00001596192,0.0001475406,0.00003179951,0.0002972642],"category_scores_gemma":[0.0005831089,0.00006827828,0.0001889142,0.00009130313,0.000564886,0.0001450624,0.000007582129,0.0003986646,0.0000127009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151277,"about_ca_system_score_gemma":0.003720898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003447776,"about_ca_topic_score_gemma":0.0008924737,"domain_scores_codex":[0.998843,0.0000793246,0.0003608029,0.0001012326,0.0003303084,0.0002854027],"domain_scores_gemma":[0.9979971,0.000105709,0.0001786501,0.0001868452,0.0004013795,0.001130335],"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":[0.0005739061,0.0001193851,0.5768078,0.00008443429,0.0008125296,0.1302359,0.003838962,0.0001185956,0.0005163552,0.00008073357,0.274254,0.01255744],"study_design_scores_gemma":[0.01025762,0.00821431,0.2908523,0.001731981,0.00172376,0.04219039,0.0008262359,0.0005054451,0.004118569,0.0003639959,0.6383957,0.0008196337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616853,0.01927322,0.00006110829,0.01665611,0.0008596497,0.0002112028,0.000004946328,0.000007656384,0.001240793],"genre_scores_gemma":[0.9948992,0.000747774,0.00006937464,0.002969688,0.001023547,0.000002972886,0.000001426963,0.00001235882,0.0002737049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3641418,"threshold_uncertainty_score":0.6600713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128841828350988,"score_gpt":0.3351016906900113,"score_spread":0.2222175078549125,"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."}}