{"id":"W4308261765","doi":"10.1002/bin.1918","title":"The effects of a self‐management treatment package on daily step count in university students with depressive symptoms","year":2022,"lang":"en","type":"article","venue":"Behavioral Interventions","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Depression (economics); Psychology; Intervention (counseling); Clinical psychology; Depressive symptoms; Consistency (knowledge bases); Scale (ratio); Clinical Global Impression; Physical therapy; Psychiatry; Medicine; Alternative medicine; Anxiety","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":[0.0008291565,0.0002999487,0.0005888226,0.0004730992,0.0003594237,0.0002633071,0.0003703506,0.0004791762,0.003614614],"category_scores_gemma":[0.003295846,0.0002206829,0.000496192,0.0002300441,0.0001883375,0.0001854035,0.0003366581,0.0007450248,0.0002998498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435705,"about_ca_system_score_gemma":0.0004581074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007743517,"about_ca_topic_score_gemma":0.001599623,"domain_scores_codex":[0.9995807,0.0002072376,0.00003819108,0.00003330704,0.00007662091,0.00006396192],"domain_scores_gemma":[0.9987164,0.0005090886,0.0001824096,0.00009365835,0.00008424836,0.000414247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05489461,0.3004755,0.03230754,0.0007224721,0.0005158482,0.0001404768,0.000810079,0.001302555,0.01248538,0.0001388722,0.001643884,0.5945628],"study_design_scores_gemma":[0.0252363,0.5111096,0.4464467,0.0001880813,0.0005290457,0.000106526,0.0005219869,0.006422113,0.007817884,0.0001284981,0.001441337,0.00005188465],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993002,0.00006107912,0.0001017862,0.00005189568,0.00001969253,0.0001601052,0.00002408821,0.00002446453,0.0002565877],"genre_scores_gemma":[0.9970185,0.000140284,0.001467306,0.00007899559,0.00003674225,0.0005180269,0.00006534908,0.000003309787,0.0006716957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003614614,"threshold_uncertainty_score":0.01209205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426430384757128,"score_gpt":0.3555038657784755,"score_spread":0.3212395619309042,"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."}}