{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003548135,0.0002417299,0.0003702834,0.0002147455,0.0001118995,0.00005370931,0.0003515345,0.0001537696,0.002416149],"category_scores_gemma":[0.0004655192,0.0001842857,0.0001238525,0.0004409402,0.0001438272,0.0001740049,0.00009717975,0.0004331382,0.002965614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001528448,"about_ca_system_score_gemma":0.0005483594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006162299,"about_ca_topic_score_gemma":0.0004495532,"domain_scores_codex":[0.9972439,0.00003287342,0.0002896454,0.0005396727,0.00107428,0.0008195966],"domain_scores_gemma":[0.9974756,0.00003801428,0.00007245771,0.0006822642,0.0001471777,0.001584519],"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":[0.0008804833,0.000735766,0.02027466,0.0002010397,0.0002482969,0.002183511,0.02499585,0.0000796781,0.02546671,0.01042742,0.8973971,0.0171095],"study_design_scores_gemma":[0.006624455,0.001537255,0.1065037,0.0007644299,0.0001908925,0.0005310393,0.007692528,0.000001360988,0.04510155,0.006883983,0.8236482,0.0005205992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7996941,0.00007575678,0.00001564336,0.1275732,0.0004163261,0.000855153,0.000009611339,0.000131631,0.07122855],"genre_scores_gemma":[0.7252035,0.0000230605,0.0005041642,0.01368179,0.0006041051,0.00002168468,0.00001173622,0.00002888287,0.2599211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886926,"threshold_uncertainty_score":0.9984958,"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."}}