{"id":"W4253962087","doi":"10.1007/978-3-030-11775-7_18","title":"Osteoporosis","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Osteoporosis; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003187796,0.0008528872,0.0005889864,0.001567251,0.001073004,0.001717149,0.0006999839,0.001437423,0.3250138],"category_scores_gemma":[0.0007496886,0.0003473388,0.0004043127,0.0009853776,0.0004659369,0.0009061841,0.001390655,0.002018693,0.222995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926453,"about_ca_system_score_gemma":0.00110952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171191,"about_ca_topic_score_gemma":0.01104374,"domain_scores_codex":[0.9997796,0.00002348953,0.00000836024,0.00003826248,0.0001239761,0.00002628172],"domain_scores_gemma":[0.9998277,0.0000301026,0.000008657767,0.00002236268,0.00006851932,0.0000424786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002011725,0.00004322156,0.00009431944,0.0001456751,0.000003905917,0.00007802126,0.00006070805,0.00004956789,0.0003910163,0.01247964,0.7425974,0.2440366],"study_design_scores_gemma":[0.000003085069,0.000008082328,0.000124298,0.0000665785,0.000001983855,0.0001554734,0.00001332602,0.00001326042,0.00004840895,0.001469991,0.9980941,0.000001410411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002588584,0.01564187,0.0009641551,0.00354212,0.002436906,0.00005432884,0.0003820498,0.0002643983,0.9764554],"genre_scores_gemma":[0.0005863931,0.004594199,0.0004051361,0.001081523,0.0003234777,0.00001677389,0.0001565569,0.00002859562,0.9928073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3250138,"threshold_uncertainty_score":0.9627858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0382671510008936,"score_gpt":0.3189716100259531,"score_spread":0.2807044590250595,"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."}}