{"id":"W7070400935","doi":"","title":"Osteoporosis screening and treatment in Manitoba: a population-based study","year":2021,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"European Linguistics and Anthropology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoporosis; Cohort; Bone mineral; Retrospective cohort study; Cohort study; Bone health; Breast cancer; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001868773,0.0001449162,0.0003185757,0.000212915,0.0004991887,0.00003277382,0.000145745,0.0001321484,0.00002688976],"category_scores_gemma":[0.00007722944,0.0001922491,0.00007259459,0.0002136854,0.00008628189,0.00004541385,0.0000275441,0.0001168825,0.000003733394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001945159,"about_ca_system_score_gemma":0.0001484297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3125791,"about_ca_topic_score_gemma":0.9953781,"domain_scores_codex":[0.998899,0.00026774,0.0001069681,0.0003123941,0.0002287095,0.0001851199],"domain_scores_gemma":[0.9993812,0.0001035501,0.0001871976,0.0001401979,0.000123532,0.00006433102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006681745,0.0003298499,0.9830868,0.00003728085,0.00005562801,0.0002563869,0.01205289,0.00002819137,0.000007175374,0.000699581,0.00004592399,0.003333523],"study_design_scores_gemma":[0.0004715681,0.0001199455,0.5539516,0.00006620196,0.00007305118,7.37621e-8,0.44403,0.00002915176,0.000001882917,0.00001542144,0.001132332,0.0001087828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927269,0.0001542359,0.00001099169,0.000253102,0.0002747313,0.0003458318,0.00001579645,0.00002288044,0.006195485],"genre_scores_gemma":[0.9975052,0.000158179,0.0005660797,0.000007471638,0.00008904958,4.994884e-7,0.0001986018,0.00001489318,0.001460011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.682799,"threshold_uncertainty_score":0.7839691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952154090912473,"score_gpt":0.2756382186655983,"score_spread":0.2461166777564736,"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."}}