{"id":"W2466757454","doi":"10.1016/j.jbo.2016.07.001","title":"Strategies for obtaining bone biopsy specimens from breast cancer patients – Past experience and future directions","year":2016,"lang":"en","type":"article","venue":"Journal of bone oncology","topic":"Bone health and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Electricity Association; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Breast cancer; Iliac crest; Cancer; Biopsy; Radiology; Bisphosphonate; Pathology; Surgery; Internal medicine; Osteoporosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009464748,0.0001173028,0.0004467692,0.0001105079,0.0001079591,0.00001058611,0.00002695949,0.0001181676,0.0001432039],"category_scores_gemma":[0.00001886648,0.00006969347,0.00007429085,0.00007341956,0.00008864399,0.0001772844,0.00001475589,0.0001193985,0.000002580469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659882,"about_ca_system_score_gemma":0.0003879858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001386056,"about_ca_topic_score_gemma":0.00008069088,"domain_scores_codex":[0.9990198,0.00003416359,0.0004271045,0.000144942,0.0001351633,0.0002388146],"domain_scores_gemma":[0.9988657,0.0001262183,0.0004034569,0.00008166644,0.0002665709,0.0002563996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00528177,0.001676431,0.5074496,0.00005627522,0.0004251979,0.0004107517,0.004956365,2.904671e-7,0.01290542,0.0003330135,0.005457101,0.4610478],"study_design_scores_gemma":[0.00931879,0.00213358,0.8352342,0.0001882612,0.0001964472,0.001208445,0.002045576,0.000003175113,0.00008616175,0.0002995332,0.1491841,0.0001017582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832418,0.001487293,0.00009562654,0.01344,0.001041116,0.000200805,0.0001463504,0.00001049441,0.0003364924],"genre_scores_gemma":[0.9942266,0.001767011,0.002116729,0.0003655875,0.001289188,0.0000319952,0.000004984475,0.00001495381,0.0001829515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4609461,"threshold_uncertainty_score":0.2842017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057794927004707,"score_gpt":0.3363570598009522,"score_spread":0.3157791105309051,"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."}}