{"id":"W6981763231","doi":"","title":"FACTORS INFLUENCING SKELETAL MUSCLE REMODELLING WITH LOADING","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Inorganic Fluorides and Related Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Skeletal muscle; Myocyte; Muscle mass; Muscle contraction; ITGA7; Transcriptome; Resistance training; Muscle hypertrophy; Exercise physiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000384835,0.0005110379,0.0004163821,0.0002006641,0.0003506911,0.0001055739,0.0005022864,0.0006483138,0.03562559],"category_scores_gemma":[0.000006609555,0.0004818729,0.0002030333,0.0005983222,0.0000398916,0.0002150678,0.00008175892,0.0009272177,0.000116866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003934645,"about_ca_system_score_gemma":0.0001669662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003686294,"about_ca_topic_score_gemma":0.0005438085,"domain_scores_codex":[0.9982398,0.00001708861,0.0002459537,0.0006286781,0.0003551615,0.0005132933],"domain_scores_gemma":[0.9990727,0.00006364939,0.0002641507,0.0003429629,0.000110641,0.0001459495],"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":[0.001272872,0.0004432705,0.008974186,0.009467043,0.006541584,0.005754096,0.05511681,0.01722646,0.1787776,0.002788029,0.001828103,0.7118099],"study_design_scores_gemma":[0.005179449,0.0003057094,0.001896176,0.008279056,0.002851441,0.00003768262,0.2511455,0.00722378,0.05177374,0.0002674402,0.6645995,0.006440518],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5437517,0.00007018312,0.00003079016,0.000004119062,0.0003062272,0.00005839371,0.00001118418,0.0003232771,0.4554441],"genre_scores_gemma":[0.291311,0.00004589657,0.00006676535,0.000005805327,0.0001201496,3.897162e-7,0.0003565633,0.0001333581,0.7079601],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7053695,"threshold_uncertainty_score":0.9997633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291640824472343,"score_gpt":0.1929955839801405,"score_spread":0.1800791757354171,"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."}}