{"id":"W4212985346","doi":"10.14206/canad.j.clin.nutr.2022.01.01","title":"Osteoporosis -What are the Solutions?","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Clinical Nutrition","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Osteoporosis; Medicine; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01453115,0.001978172,0.005330438,0.002488658,0.003550415,0.01084367,0.004212849,0.01615008,0.03607633],"category_scores_gemma":[0.02675218,0.0009388739,0.002841919,0.002112962,0.007490238,0.01775121,0.005511377,0.02310209,0.01246812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007081416,"about_ca_system_score_gemma":0.02992927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02323796,"about_ca_topic_score_gemma":0.05456309,"domain_scores_codex":[0.9934312,0.002215656,0.0007174968,0.0007633432,0.001886612,0.0009856512],"domain_scores_gemma":[0.9690691,0.009286095,0.001704058,0.0008731086,0.01139507,0.007672509],"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":[0.0004656289,0.0004522653,0.002735188,0.005849226,0.0003440254,0.0004062035,0.0003690942,0.0004026447,0.0003050932,0.0283589,0.5689507,0.3913611],"study_design_scores_gemma":[0.0003642709,0.000257787,0.004900069,0.03113412,0.0005192404,0.0009141024,0.007222617,0.0005813421,0.0001858831,0.09227903,0.8613943,0.0002472502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0002436895,0.2916445,0.0005347283,0.6915958,0.01120922,0.00002504227,0.0001928469,0.0000948278,0.004459366],"genre_scores_gemma":[0.01200802,0.6840608,0.005087595,0.2438632,0.04341544,0.0002371078,0.0005393608,0.0001446421,0.01064388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03607633,"threshold_uncertainty_score":0.1206874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322528708222873,"score_gpt":0.4035705954608109,"score_spread":0.2713177246385235,"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."}}