{"id":"W4255608405","doi":"10.3410/f.717960022.793467635","title":"Faculty Opinions recommendation of The aged niche disrupts muscle stem cell quiescence.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Stem cell; Niche; Cell biology; Biology; Fibroblast growth factor; Satellite; Regulator; Genetics; Ecology; Receptor; Gene","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":[0.004163987,0.0005870814,0.0006822854,0.002258926,0.002253086,0.004431954,0.001519432,0.003054095,0.4319564],"category_scores_gemma":[0.0168879,0.0005149237,0.0008096645,0.002614206,0.001017597,0.003029837,0.002265569,0.002355296,0.2131337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260583,"about_ca_system_score_gemma":0.007912444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003403615,"about_ca_topic_score_gemma":0.01236667,"domain_scores_codex":[0.9951658,0.0003444833,0.0002653097,0.0003977205,0.003437169,0.0003895228],"domain_scores_gemma":[0.9701394,0.001649976,0.002064837,0.001751284,0.01892482,0.005469806],"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":[0.00009801339,0.00005601276,0.0006566163,0.000434811,0.00001900847,0.0002709664,0.000201519,0.00004947382,0.01398954,0.002185826,0.8780873,0.1039508],"study_design_scores_gemma":[0.00001616487,0.0000464148,0.001086628,0.00007822498,0.00001342598,0.0001478363,0.0001477399,0.00007888221,0.002817647,0.0008026599,0.9947484,0.00001604554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.01809021,0.01475335,0.01160598,0.2190958,0.1620742,0.0009555697,0.0149524,0.004553016,0.5539195],"genre_scores_gemma":[0.02864479,0.01620216,0.009037944,0.01578509,0.03017097,0.0002396115,0.006787025,0.001409656,0.8917227],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4319564,"threshold_uncertainty_score":0.8102452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388231508101434,"score_gpt":0.3242517068397213,"score_spread":0.3003693917587069,"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."}}