{"id":"W2806677947","doi":"10.1007/s12325-018-0701-5","title":"Dosing Patterns and Economic Burden of Palbociclib Drug Wastage in HR+/HER2− Metastatic Breast Cancer","year":2018,"lang":"en","type":"article","venue":"Advances in Therapy","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis","funders":"Novartis Pharmaceuticals Corporation","keywords":"Palbociclib; Medicine; Dosing; Metastatic breast cancer; Oncology; Breast cancer; Internal medicine; Cancer; Medical prescription; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004542298,0.0001285215,0.0002617258,0.0006765875,0.0001800153,0.0008119738,0.0002482756,0.0002504541,0.003012979],"category_scores_gemma":[0.003449915,0.0001746001,0.0006809696,0.001676197,0.0001580511,0.0006376432,0.00043875,0.0005789028,0.0002338491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009499943,"about_ca_system_score_gemma":0.0004743356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006390331,"about_ca_topic_score_gemma":0.008725227,"domain_scores_codex":[0.9996052,0.000102764,0.00006015075,0.00006248655,0.00007460311,0.00009472323],"domain_scores_gemma":[0.9984375,0.0002834378,0.0009510465,0.00005854617,0.0001009852,0.0001685823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001698938,0.00005770645,0.9789611,0.00003436643,0.0002516731,0.0002344391,0.00005768476,0.001232177,0.0004884891,0.000325723,0.0007052035,0.01595259],"study_design_scores_gemma":[0.00002434067,0.0001334478,0.996066,0.0000276201,0.00007686891,0.0004563878,0.0001837966,0.001342456,0.00009450124,0.000300455,0.001284672,0.000009522413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950487,0.00143996,0.0001325753,0.0004216239,0.00001064305,0.000008778103,0.001151827,0.000003513712,0.00178235],"genre_scores_gemma":[0.9981516,0.000592166,0.00006833612,0.00007309822,0.00001470762,0.000004342844,0.0006839229,0.000005679709,0.0004061311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006390331,"threshold_uncertainty_score":0.01270628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126268478740484,"score_gpt":0.326261645675861,"score_spread":0.3136347978018126,"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."}}