{"id":"W2909071270","doi":"10.1182/blood-2018-99-110140","title":"Economics of Multiple Myeloma","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Multiple myeloma; Cohort; Retrospective cohort study; Health care; Cancer; Pharmacy; Emergency medicine; Family medicine; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0008374454,0.0003224522,0.0003222306,0.001193912,0.0005495085,0.002638353,0.0004436507,0.001134472,0.0122221],"category_scores_gemma":[0.005403373,0.0001559746,0.0004366153,0.001456679,0.0008695174,0.001452936,0.001158004,0.001255407,0.000449568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005520695,"about_ca_system_score_gemma":0.002380719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006760789,"about_ca_topic_score_gemma":0.003191736,"domain_scores_codex":[0.9990382,0.0004398808,0.00004349358,0.00006345283,0.0002445416,0.0001704696],"domain_scores_gemma":[0.9976922,0.0009359779,0.0006039521,0.0000742952,0.0003959051,0.0002975901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002513326,0.0002799476,0.05268603,0.0006623224,0.0002215491,0.001980771,0.0003335175,0.02849596,0.0003346967,0.7311883,0.06151523,0.1220503],"study_design_scores_gemma":[0.0001593716,0.0002589896,0.07492051,0.001466821,0.0001119509,0.005095262,0.00250572,0.03390781,0.0004149755,0.6796305,0.2014468,0.00008123397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2745657,0.0802075,0.01587135,0.1550767,0.001096188,0.0003831666,0.005303221,0.0001038451,0.4673923],"genre_scores_gemma":[0.9698066,0.01575167,0.001040921,0.001761935,0.0007288338,0.000058785,0.0004424061,0.00001128954,0.01039757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0122221,"threshold_uncertainty_score":0.04088706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749707411299386,"score_gpt":0.2880651789637725,"score_spread":0.2605681048507786,"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."}}