{"id":"W174268426","doi":"10.1007/978-3-642-21892-7_4","title":"Bisphosphonates: Prevention of Bone Metastases in Lung Cancer","year":2012,"lang":"en","type":"review","venue":"Recent results in cancer research/Recent Results in Cancer Research","topic":"Bone health and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Lung cancer; Oncology; Bone metastasis; Cancer; Internal medicine; Metastasis","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":[0.0005133335,0.0008757518,0.002234138,0.002074028,0.0001755997,0.0008476381,0.0008508081,0.0009456006,0.003841244],"category_scores_gemma":[0.0008267041,0.000322152,0.0009878136,0.002366404,0.0002857047,0.000505479,0.0004181315,0.001405636,0.0009978286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155778,"about_ca_system_score_gemma":0.001047131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795465,"about_ca_topic_score_gemma":0.005917009,"domain_scores_codex":[0.9997615,0.00003682356,0.00004642729,0.0000422183,0.00009274921,0.00002020684],"domain_scores_gemma":[0.9996641,0.0001813826,0.00007608887,0.000006956024,0.00005686751,0.00001470508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002354911,0.0001204382,0.0003043534,0.04944299,0.0005333445,0.0001265691,0.00002743113,0.0003467427,0.001209719,0.001014714,0.01114575,0.9354925],"study_design_scores_gemma":[0.0005187209,0.0008193559,0.0057861,0.02747417,0.004472475,0.002732278,0.0001442895,0.0003304022,0.001394246,0.002848553,0.9534187,0.0000605965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000988682,0.9994611,0.00003442121,0.00007213884,0.00005168921,0.000003846023,0.00001777849,0.000003150035,0.0002570754],"genre_scores_gemma":[0.0007064938,0.9988639,0.00009619877,0.0001033562,0.0000529263,0.000003223572,0.00002046007,5.681814e-7,0.0001528734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003841244,"threshold_uncertainty_score":0.01285028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3433933601112757,"score_gpt":0.5674590684412759,"score_spread":0.2240657083300002,"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."}}