{"id":"W4412101043","doi":"10.3390/clinpract15070129","title":"Physical Activity in Mental Health Treatment: Clinician Perspectives and Practices","year":2025,"lang":"en","type":"article","venue":"Clinics and Practice","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Mental health; Alternative medicine; Psychiatry; Family medicine; Psychotherapist; Pathology","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":[0.0007648827,0.0001446915,0.0005167226,0.00007873071,0.000189061,0.000041173,0.00003037224,0.00007715688,0.000003586358],"category_scores_gemma":[0.001888259,0.0001212633,0.00005558027,0.0001988408,0.0001370844,0.0005220856,0.00005020672,0.0004567997,0.000004853681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001389911,"about_ca_system_score_gemma":0.0004536319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007006535,"about_ca_topic_score_gemma":0.0002111394,"domain_scores_codex":[0.99866,0.0003927637,0.0001957842,0.0004149658,0.0001115749,0.0002249451],"domain_scores_gemma":[0.9954286,0.003798644,0.0003821407,0.0001802631,0.00004443363,0.0001659348],"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":[0.01068788,0.03197312,0.02677289,0.0005843756,0.0004508274,0.00005188524,0.02520869,5.912219e-7,0.0005692028,0.02838866,0.000809302,0.8745026],"study_design_scores_gemma":[0.01420121,0.01454622,0.387218,0.0006429586,0.0005935516,0.0001610665,0.03601165,0.005220968,0.0002458555,0.006310125,0.5342848,0.0005635481],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700886,0.00171165,0.0000132911,0.1187404,0.00009069579,0.0004423909,0.00001328948,0.00002241178,0.008877217],"genre_scores_gemma":[0.9776713,0.01904648,0.0003813125,0.002312665,0.0001766525,0.00001280948,0.000004741913,0.000008373359,0.0003856849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.873939,"threshold_uncertainty_score":0.4944974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171813179453321,"score_gpt":0.5319677151321195,"score_spread":0.4147863971867874,"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."}}