{"id":"W4403059128","doi":"10.58931/crt.2024.1250","title":"Osteoporosis in 2024: Frequency, Monitoring and Treatment","year":2024,"lang":"en","type":"article","venue":"Canadian rheumatology today.","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","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":[],"consensus_categories":[],"category_scores_codex":[0.001143692,0.0004319328,0.0007104243,0.002868989,0.0009984705,0.001329286,0.0009129655,0.0008247006,0.01149557],"category_scores_gemma":[0.005939132,0.000226258,0.0004664989,0.003045251,0.0001940477,0.0006827029,0.0008209719,0.001185026,0.00439722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307282,"about_ca_system_score_gemma":0.004011648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04136447,"about_ca_topic_score_gemma":0.06535884,"domain_scores_codex":[0.997839,0.0002432866,0.0003163598,0.0001074965,0.00132226,0.0001715147],"domain_scores_gemma":[0.9977846,0.0001294046,0.0003809961,0.00004062792,0.001239963,0.0004244188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002873683,0.0003566564,0.1020785,0.0008848308,0.00005978161,0.0005428605,0.0001899758,0.0001518016,0.000200466,0.001201801,0.2435517,0.6504941],"study_design_scores_gemma":[0.0001363848,0.0003640206,0.3026744,0.006512895,0.0001850407,0.007093967,0.0007504039,0.0006617865,0.000421586,0.002657139,0.6784713,0.00007108229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07718458,0.4258907,0.008163429,0.1032085,0.008609546,0.002975808,0.03855059,0.001279252,0.3341378],"genre_scores_gemma":[0.4702886,0.3249301,0.03907724,0.02515506,0.01211003,0.002332441,0.03864715,0.000341539,0.08711778],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04136447,"threshold_uncertainty_score":0.08224738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410136908693942,"score_gpt":0.3118978453934232,"score_spread":0.2877964763064838,"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."}}