{"id":"W7026743879","doi":"","title":"Are drugs too expensive in Canada?","year":2006,"lang":"en","type":"article","venue":"PubMed Central","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Drug; MEDLINE; Drug industry; Drug labeling","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002425799,0.0003627024,0.0008255297,0.003617428,0.003009564,0.004668866,0.001560676,0.002515929,0.04700894],"category_scores_gemma":[0.02383347,0.0003586081,0.0009493641,0.009764211,0.002254772,0.001741995,0.0009659082,0.003041952,0.002003302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0579014,"about_ca_system_score_gemma":0.1765121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9786667,"about_ca_topic_score_gemma":0.9881243,"domain_scores_codex":[0.9958758,0.0003848172,0.0003829618,0.0002601061,0.001920306,0.001176122],"domain_scores_gemma":[0.9668034,0.005954374,0.004655623,0.0004003602,0.01426804,0.007918164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009756645,0.00008333263,0.07992738,0.003263424,0.0004487386,0.001079383,0.0003852415,0.0005649261,0.000360724,0.02469181,0.7438455,0.1443737],"study_design_scores_gemma":[0.0004035761,0.0001307726,0.1733714,0.005176233,0.001002394,0.001009813,0.003604725,0.0007058537,0.0005454092,0.008213898,0.8056511,0.0001847991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03364921,0.1045346,0.0005452372,0.6523241,0.006037719,0.0001492065,0.0378613,0.0002017914,0.1646968],"genre_scores_gemma":[0.542862,0.1541653,0.002617919,0.2271839,0.003588988,0.0001658819,0.01120605,0.0003103128,0.05789962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0579014,"threshold_uncertainty_score":0.420106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004065951281630868,"score_gpt":0.1849977050296829,"score_spread":0.1809317537480521,"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."}}