{"id":"W2050874714","doi":"10.1016/j.bone.2006.01.051","title":"Impact of bisphosphonate therapy on the nature of spine metastases from breast cancer: An observational study","year":2006,"lang":"en","type":"article","venue":"Bone","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Observational study; Breast cancer; Oncology; SPINE (molecular biology); Internal medicine; Cancer; Radiology; Bioinformatics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002798457,0.0001623019,0.0003687583,0.00007426156,0.00003036282,0.000008236933,0.0001228148,0.0000339432,0.001821388],"category_scores_gemma":[0.00003831431,0.00009261652,0.0001519894,0.0002576961,0.00006020703,0.00006523949,0.00002417846,0.0001367262,0.000003330459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003558193,"about_ca_system_score_gemma":0.0001232672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009942397,"about_ca_topic_score_gemma":0.0001753898,"domain_scores_codex":[0.9986272,0.00008727737,0.0003434274,0.0002084469,0.0006013556,0.0001322375],"domain_scores_gemma":[0.9989691,0.00007812143,0.000233912,0.0004851578,0.0001746498,0.00005905341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004822104,0.01487996,0.9265798,0.00007017543,0.002127527,0.00007940116,0.0003616277,0.0004163565,0.01939653,0.003015088,0.01437615,0.01387527],"study_design_scores_gemma":[0.002992817,0.0007328881,0.9940222,0.00005145126,0.0002527132,0.000001206492,0.0001347207,0.0001644691,0.000915569,0.000452183,0.0002003638,0.0000794204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954342,0.0009565097,0.00001078675,0.001079521,0.00005199747,0.0007739251,0.001506212,0.00001645689,0.0001704394],"genre_scores_gemma":[0.9985614,0.00005100485,0.0003093638,0.0003877446,0.00005634039,0.00003743235,0.000300046,0.00001964237,0.0002769617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06744239,"threshold_uncertainty_score":0.9990911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0619686732609667,"score_gpt":0.3624757686884768,"score_spread":0.30050709542751,"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."}}