{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007508353,0.0001912678,0.0004150779,0.001036785,0.004028902,0.003989427,0.0008926262,0.002193297,0.002499886],"category_scores_gemma":[0.02474802,0.0004312963,0.0002865909,0.001571161,0.002797005,0.001932253,0.003204335,0.003157109,0.0003000792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002862931,"about_ca_system_score_gemma":0.006245114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00767012,"about_ca_topic_score_gemma":0.0141626,"domain_scores_codex":[0.984496,0.01117036,0.0008490292,0.0007152708,0.001787241,0.0009821181],"domain_scores_gemma":[0.9841883,0.00815553,0.002711982,0.0002424519,0.00152579,0.003175918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001348662,0.000446777,0.1091035,0.002240699,0.0001040208,0.003151966,0.7480863,0.000230262,0.001549906,0.002396072,0.0152471,0.1173085],"study_design_scores_gemma":[0.00008005599,0.0002618449,0.04728681,0.005302684,0.00007686716,0.005195179,0.8666873,0.0005789036,0.0004652601,0.002129613,0.07183017,0.0001054307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7956854,0.02921052,0.002136134,0.1364014,0.0009272437,0.000131847,0.0001432303,0.00005776253,0.03530648],"genre_scores_gemma":[0.9816501,0.009896841,0.001417202,0.005853783,0.0001697725,0.00007611618,0.00003932672,0.0000169519,0.0008799133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00767012,"threshold_uncertainty_score":0.03970844,"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."}}