{"id":"W2471052102","doi":"10.1016/j.clbc.2016.07.001","title":"Differentiating the Causes of Spontaneous Rib Fracture After Breast Cancer","year":2016,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Breast cancer; Osteoporosis; Cancer; Disease; Aromatase; Population; Oncology; Surgery; Internal medicine","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":[0.0001677724,0.0002531656,0.0006176917,0.00003280715,0.00006506663,0.00001564331,0.0001412124,0.0001626228,0.008020592],"category_scores_gemma":[0.00005530665,0.000112017,0.0003909903,0.0001191387,0.0003052897,0.00005947857,0.00007878283,0.0002395455,0.0000375123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426237,"about_ca_system_score_gemma":0.0002881043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670415,"about_ca_topic_score_gemma":0.001605168,"domain_scores_codex":[0.9981269,0.00008314542,0.0006445851,0.000445342,0.0003482553,0.000351782],"domain_scores_gemma":[0.9980519,0.0006776731,0.0002754945,0.0005392154,0.0002287932,0.0002268974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001410477,0.0004835842,0.8337197,0.00005560958,0.0004874515,0.0001567081,0.00007101156,0.00000229351,0.0001495179,0.00001417694,0.003599905,0.1598496],"study_design_scores_gemma":[0.002510082,0.0001103682,0.9882092,0.001173951,0.0006264388,0.0005366564,0.00002365542,0.0000055596,0.0002217236,0.00003824949,0.006389749,0.0001543242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455644,0.002778113,0.00001887258,0.04901744,0.0007530318,0.0004053238,0.001317024,0.00003977364,0.0001059777],"genre_scores_gemma":[0.9896421,0.003738936,0.00001654507,0.0040423,0.00150205,0.0003661606,0.000005085289,0.00004031656,0.0006465487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1596953,"threshold_uncertainty_score":0.9928862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361517702130849,"score_gpt":0.3539468053250268,"score_spread":0.3303316283037183,"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."}}