{"id":"W2131871487","doi":"10.3747/co.19.1009","title":"Time to Put an End to the “One Size Fits All” Approach to Bisphosphonate Use in Patients with Metastatic Breast Cancer?","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Bone health and treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Metastatic breast cancer; Breast cancer; Bisphosphonate; Palliative care; Component (thermodynamics); Cancer; Oncology; Internal medicine; Bone metastasis; Intensive care medicine; Osteoporosis; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004372563,0.0004424078,0.001412247,0.0006344316,0.003089519,0.005575061,0.00157782,0.008096502,0.01896787],"category_scores_gemma":[0.02920311,0.0004106576,0.001133243,0.0007152727,0.002316564,0.01112706,0.003017347,0.01306076,0.005420438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899668,"about_ca_system_score_gemma":0.009022254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005033916,"about_ca_topic_score_gemma":0.01745314,"domain_scores_codex":[0.9963642,0.001762865,0.0003662818,0.00022954,0.0007175182,0.0005596475],"domain_scores_gemma":[0.9867938,0.003853382,0.001558035,0.0002591236,0.002368247,0.00516736],"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":[0.0009079634,0.000705359,0.005549412,0.0008926626,0.00018247,0.001203063,0.001276349,0.0002798102,0.0004710389,0.00807921,0.6498128,0.3306398],"study_design_scores_gemma":[0.001208636,0.001610351,0.01477965,0.01139083,0.0003586567,0.003345457,0.01857231,0.0005952221,0.0005610337,0.0423695,0.904817,0.0003913525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002952269,0.03721367,0.0006503821,0.9399268,0.01261299,0.00002472793,0.00008846397,0.00007624588,0.00645447],"genre_scores_gemma":[0.1162546,0.1198804,0.006760219,0.6867094,0.0580878,0.0003087866,0.0005467178,0.0001994444,0.01125266],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01896787,"threshold_uncertainty_score":0.06345385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102278751426395,"score_gpt":0.3825970722924506,"score_spread":0.2723691971498111,"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."}}