{"id":"W2464661095","doi":"10.18773/austprescr.2004.001","title":"Are new drugs as good as they claim to be?","year":2004,"lang":"en","type":"article","venue":"Australian Prescriber","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Business; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02974916,0.0006334031,0.002182931,0.00179762,0.003585188,0.01885971,0.00173362,0.0127078,0.0154338],"category_scores_gemma":[0.08219001,0.0004835489,0.0007140515,0.002126523,0.03291226,0.02044664,0.003999085,0.01004073,0.006087251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005663538,"about_ca_system_score_gemma":0.007576248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062486,"about_ca_topic_score_gemma":0.002506349,"domain_scores_codex":[0.9598009,0.0116804,0.002198127,0.002430386,0.02158489,0.002305225],"domain_scores_gemma":[0.9455308,0.0213809,0.01064598,0.004734071,0.01161108,0.006097183],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004959757,0.0002657078,0.005999659,0.002501864,0.0003320271,0.000502664,0.002916027,0.0002261735,0.0009031295,0.426136,0.3783569,0.181364],"study_design_scores_gemma":[0.00006986046,0.0001302941,0.002379582,0.000928767,0.00009068464,0.000447693,0.002619495,0.0001125637,0.0005185832,0.166719,0.8259185,0.00006494662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004571891,0.07919763,0.001810711,0.8061064,0.01531577,0.00004808305,0.0001647886,0.00008062885,0.09270409],"genre_scores_gemma":[0.2830859,0.1227156,0.004118111,0.5005462,0.03678654,0.0001847034,0.0003219966,0.0001527486,0.05208823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9702508,"threshold_uncertainty_score":0.1573305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07193905868137512,"score_gpt":0.3668503756369852,"score_spread":0.2949113169556101,"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."}}