{"id":"W2990366906","doi":"10.36876/smjo.1049","title":"Osteoporosis as it Affects Men, Andropausal and Senior Males","year":2017,"lang":"en","type":"article","venue":"SM Journal of Orthopedics","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Osteoporosis; Gerontology; Medicine; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001158727,0.0001690574,0.0005146237,0.0001738438,0.0004245683,0.0001223732,0.0001738504,0.0001510471,0.0001796551],"category_scores_gemma":[0.001103515,0.0001196864,0.0001165926,0.00005941495,0.0002675607,0.0002938535,0.0001213324,0.0006423087,0.00002657218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004589701,"about_ca_system_score_gemma":0.0005084399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005391896,"about_ca_topic_score_gemma":0.00005113812,"domain_scores_codex":[0.9981331,0.00007643033,0.0004448518,0.0001726584,0.0007696374,0.0004033046],"domain_scores_gemma":[0.9977515,0.0001261945,0.0005171074,0.0003910856,0.0003511747,0.0008629831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001517444,0.0002342563,0.8748409,0.0006556655,0.0001419907,0.002918515,0.0006583618,5.498549e-7,0.004772072,0.00009728945,0.0315811,0.08258182],"study_design_scores_gemma":[0.008631334,0.006391807,0.8589025,0.001004735,0.0003587526,0.009579515,0.001275199,0.00006229445,0.003889609,0.0001465238,0.1094547,0.0003030278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731109,0.002177679,0.00001254349,0.01423538,0.0003181154,0.000246987,0.000006669578,0.000009225871,0.009882562],"genre_scores_gemma":[0.9885778,0.006003079,0.0007226816,0.0008986751,0.0007037624,0.00000269678,0.000002567251,0.0000285636,0.003060173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08227879,"threshold_uncertainty_score":0.488067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172682112520996,"score_gpt":0.3653743863388648,"score_spread":0.3336475652136549,"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."}}