{"id":"W3037982990","doi":"10.1097/01.cot.0000479753.31935.7f","title":"Warning","year":2015,"lang":"en","type":"article","venue":"Oncology Times","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacist; Medicine; Family medicine; Pharmacy; Nova scotia; Head and neck; Nursing; Surgery; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002223324,0.00005110625,0.00015049,0.0000295948,0.00002267194,0.000003652399,0.00003327408,0.00006374835,0.0007658088],"category_scores_gemma":[0.0003353627,0.00003811897,0.00003203487,0.00005456204,0.00004255374,0.00006360639,0.00002883841,0.0001704129,0.001069393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006286768,"about_ca_system_score_gemma":0.0001459525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006925316,"about_ca_topic_score_gemma":7.348228e-7,"domain_scores_codex":[0.9995327,0.00005131064,0.00009668605,0.00008991728,0.00009877778,0.0001306179],"domain_scores_gemma":[0.9994701,0.0001630856,0.00003995809,0.00008291256,0.00004314178,0.0002008415],"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":[0.001310355,0.0007434254,0.4605509,0.00004515864,0.0002021209,0.0005216532,0.001536772,0.00001981595,0.0009687683,0.003138976,0.4311703,0.09979174],"study_design_scores_gemma":[0.001473534,0.0006351494,0.003002331,0.000006307146,0.00007693986,0.0001053944,0.0001551622,0.0009168049,0.0002644155,0.0002710497,0.9930453,0.00004756251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1272776,0.0004630779,0.0000620687,0.01408883,0.0004227491,0.0001345797,6.064248e-7,0.00007606966,0.8574744],"genre_scores_gemma":[0.9518729,0.00002483389,0.002696776,0.005670697,0.0002058306,0.000006889531,0.000008797142,0.0000091688,0.03950412],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8245953,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.236738664576177,"score_gpt":0.476702572633557,"score_spread":0.23996390805738,"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."}}