{"id":"W2167993019","doi":"10.3747/co.22.2380","title":"Physician Preferences for Bone Metastasis Drug Therapy in Canada","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Bone health and treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Grand River Hospital; Amgen (Canada)","funders":"Amgen","keywords":"Medicine; Bone pain; Logistic regression; Bone metastasis; Internal medicine; Metastasis; Intensive care medicine; Physical therapy; Oncology; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001822353,0.0001238118,0.0001825667,0.0003082111,0.001677069,0.001145325,0.0002751637,0.0004874743,0.006126708],"category_scores_gemma":[0.009583239,0.00009800711,0.0003111479,0.0006759971,0.0007814498,0.0002299356,0.0003497886,0.000532682,0.0001986631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01772084,"about_ca_system_score_gemma":0.01962505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8655909,"about_ca_topic_score_gemma":0.9303898,"domain_scores_codex":[0.9981393,0.0006248703,0.00008383703,0.0001302353,0.0007090733,0.0003127336],"domain_scores_gemma":[0.9927084,0.003014773,0.001211476,0.0001237865,0.001480729,0.001460982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002183947,0.0006782543,0.9186143,0.0003056189,0.0001429544,0.000681572,0.007378819,0.002882361,0.002312662,0.002043197,0.01083702,0.05193914],"study_design_scores_gemma":[0.000348284,0.0007638386,0.9503476,0.0002218632,0.0001021115,0.0006596379,0.01771864,0.00642849,0.0009893766,0.0009562061,0.0213455,0.0001185166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867618,0.000426454,0.0002374577,0.002544647,0.00001588786,0.00009081791,0.0004715395,0.000006133884,0.009445362],"genre_scores_gemma":[0.9981598,0.0001946141,0.0003961813,0.0005122998,0.000004767501,0.00001513159,0.0001021794,0.000001382258,0.0006135942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344091,"threshold_uncertainty_score":0.2704014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2316978906084652,"score_gpt":0.4352556139779714,"score_spread":0.2035577233695062,"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."}}