{"id":"W4313436626","doi":"10.1017/s1041610222000862","title":"Association between lean muscle mass and treatment-resistant late-life depression in the IRL-GRey randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Treatment of Major Depression","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Lean body mass; Sarcopenia; Randomized controlled trial; Depression (economics); Medicine; Internal medicine; Placebo; Physical therapy; Major depressive disorder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001806152,0.0002345053,0.0008800076,0.0004242309,0.00009006378,0.00009401316,0.000167886,0.000188377,0.00007986055],"category_scores_gemma":[0.00186635,0.0001368934,0.0003311794,0.0003617679,0.0000307523,0.0001218588,0.00002983147,0.0001740388,0.00006252689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003239955,"about_ca_system_score_gemma":0.00006964213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008351345,"about_ca_topic_score_gemma":0.0000223595,"domain_scores_codex":[0.9973932,0.0003502584,0.0007270363,0.000388322,0.0008876571,0.0002535624],"domain_scores_gemma":[0.9966513,0.002452804,0.000429075,0.0002481293,0.0001157498,0.000102959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8358168,0.000476122,0.1531107,0.00001134773,0.00116387,0.00006255656,0.0004706855,0.00003007077,0.0009233531,0.00009049858,0.003656722,0.004187323],"study_design_scores_gemma":[0.8382149,0.000208143,0.1573066,0.00004520817,0.0005644009,0.000001279097,0.00007488381,0.0005827028,0.00003177521,0.0006737969,0.002181275,0.0001150696],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847237,0.0002701464,0.00005453784,0.006540182,0.001240384,0.003548536,0.0000463715,0.0001189913,0.003457116],"genre_scores_gemma":[0.99365,0.0009019774,0.0001433934,0.000180433,0.0009103266,0.0005723305,0.0002501007,0.00002783279,0.003363562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008926309,"threshold_uncertainty_score":0.5582351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02179901614786385,"score_gpt":0.31715957049064,"score_spread":0.2953605543427762,"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."}}