{"id":"W3020880500","doi":"10.14288/hfjc.v12i3.281","title":"Knowledge Translation of Aerobic Exercise as an alternative treatment for Major Depressive Disorder in Adults","year":2019,"lang":"en","type":"article","venue":"Open Collections","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Aerobic exercise; Depression (economics); Pharmacotherapy; Psychotherapist; Narrative review; Medicine; Physical therapy; Knowledge translation; Psychology; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00004213826,0.00007748609,0.000284876,0.0000632286,0.0001975538,0.00002592704,0.00005878498,0.00004169668,0.0001704476],"category_scores_gemma":[0.00001267793,0.00006608059,0.00005476645,0.0003371332,0.00001654108,0.0002000958,0.00001134665,0.00005729885,0.00001093055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200602,"about_ca_system_score_gemma":0.0002192181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0164108,"about_ca_topic_score_gemma":0.01903264,"domain_scores_codex":[0.9994664,0.0000325171,0.0001417677,0.0001926034,0.000051895,0.0001148412],"domain_scores_gemma":[0.9995483,0.0001235821,0.00005379318,0.0001347866,0.00007442079,0.00006516115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.09279663,0.1586313,0.01966731,0.003380295,0.00142061,0.00002159722,0.1172436,0.002244328,0.01582304,0.005938577,0.01335559,0.5694772],"study_design_scores_gemma":[0.3332447,0.1039358,0.07805569,0.009872956,0.002134131,0.00006406124,0.01543197,0.1233592,0.2047585,0.06364962,0.06304105,0.002452428],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269168,0.00008782584,0.0002548406,0.0002514141,0.0001021796,0.005045875,0.00006418904,0.00001247466,0.06726433],"genre_scores_gemma":[0.9724017,0.00007095667,0.0004222103,0.00001368139,0.00003352092,0.0006528244,0.00004638107,0.00001127153,0.02634744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5670248,"threshold_uncertainty_score":0.9988675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05191124856564953,"score_gpt":0.3691969668529582,"score_spread":0.3172857182873086,"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."}}