{"id":"W2232277925","doi":"10.1136/bmj.h5861","title":"Off-label drug use is associated with raised risk of adverse events, study finds","year":2015,"lang":"en","type":"letter","venue":"BMJ","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Off-label use; Medical prescription; Medicine; Drug; Adverse effect; Family medicine; Prescription drug; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001121143,0.0003409622,0.0009136169,0.00008146806,0.00008412157,0.000006217684,0.0001658711,0.0003109944,0.0004435322],"category_scores_gemma":[0.001951312,0.0002320766,0.0001254835,0.0002518912,0.00008039165,0.0001249909,0.0001300543,0.001823974,0.00007448229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273524,"about_ca_system_score_gemma":0.0002072707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004651018,"about_ca_topic_score_gemma":0.00006019489,"domain_scores_codex":[0.9971771,0.0004897616,0.0004911888,0.0003866015,0.001082517,0.000372817],"domain_scores_gemma":[0.9970909,0.0009762005,0.0008600794,0.0004846368,0.0004483687,0.0001397735],"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":[0.0007093773,0.0007270275,0.09167711,0.00007664601,0.003299804,0.0006437182,0.000744097,5.937754e-7,0.000001636257,8.632055e-8,0.9017387,0.0003811833],"study_design_scores_gemma":[0.009027122,0.0007911642,0.04421232,0.0003028772,0.003776075,0.00001075874,0.0003322701,0.00005257897,0.00001051424,0.000006894583,0.9411793,0.0002980769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3848631,0.001031852,0.000003128939,0.5996814,0.0006600117,0.003957707,0.0009197077,0.0001074357,0.008775636],"genre_scores_gemma":[0.101225,0.001096161,0.0004289133,0.7990036,0.004057215,0.0002591863,0.0006738344,0.0002340516,0.09302209],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2836381,"threshold_uncertainty_score":0.9463809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161945413128495,"score_gpt":0.3957806788126016,"score_spread":0.2795861374997521,"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."}}