{"id":"W4303859713","doi":"","title":"Breaking Osteoporosis: New Mechanism Activates Bone-Building Cells","year":2022,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Bone Metabolism and Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Mechanism (biology); Osteoporosis; Cell biology; Medicine; Chemistry; Biology; Physics; 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":[0.0003176344,0.0005641446,0.0007733525,0.0005316087,0.0004397046,0.001636433,0.0005660642,0.001539025,0.01077425],"category_scores_gemma":[0.0005002207,0.000244469,0.0008439352,0.0003457438,0.0006879334,0.0009505004,0.0009367222,0.001166078,0.002368141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004075986,"about_ca_system_score_gemma":0.0004132261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001870306,"about_ca_topic_score_gemma":0.0002161387,"domain_scores_codex":[0.9995657,0.00004941266,0.00001592638,0.0001335959,0.0001047096,0.0001306621],"domain_scores_gemma":[0.9997428,0.00004337169,0.00003198393,0.00004911666,0.00004541284,0.00008734525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007015513,0.0001784329,0.001830309,0.0005520684,0.00005428404,0.0007857677,0.0002461214,0.0004752333,0.9160307,0.02294271,0.003840584,0.05236231],"study_design_scores_gemma":[0.0005301969,0.001643428,0.01985255,0.0001647637,0.0002944814,0.002820028,0.00091762,0.004236831,0.7783316,0.06523456,0.1258913,0.00008255489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7627141,0.05635724,0.09439398,0.01046855,0.005098589,0.0004019887,0.001637024,0.002144727,0.06678385],"genre_scores_gemma":[0.9447475,0.009107573,0.01425714,0.00154095,0.000846194,0.0001974703,0.0006933254,0.0001919474,0.02841781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077425,"threshold_uncertainty_score":0.03604347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009513794528275046,"score_gpt":0.2282348260270058,"score_spread":0.2187210314987307,"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."}}