{"id":"W1983798462","doi":"10.2975/34.1.2010.61.64","title":"Exploring the construct validity of the Transtheoretical Model to structure physical activity interventions for individuals with serious mental illness.","year":2010,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Physical Activity and Health","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Transtheoretical model; Psychological intervention; Psychology; Construct (python library); Mental illness; Clinical psychology; Population; Construct validity; Self-efficacy; Intervention (counseling); Behavior change; Mental health; Physical activity; Psychotherapist; Social psychology; Psychometrics; Medicine; Psychiatry; Physical therapy","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":[0.0004861647,0.000135834,0.0003232566,0.00008514102,0.0004523446,0.00002859222,0.0001753735,0.00004155394,0.00001472626],"category_scores_gemma":[0.0002914836,0.0000686174,0.0004133748,0.0003454145,0.0003393606,0.0002290766,0.0000214544,0.0007893781,5.582438e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004527178,"about_ca_system_score_gemma":0.0002388064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003721438,"about_ca_topic_score_gemma":0.0000227478,"domain_scores_codex":[0.9987578,0.0001597702,0.0002694108,0.0001843948,0.0004216221,0.0002070232],"domain_scores_gemma":[0.9986439,0.000554707,0.0001923166,0.0002585637,0.0001743534,0.0001761795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008558021,0.01674255,0.1268636,0.003918125,0.0009965764,0.000001619675,0.08756974,0.004537597,0.08880956,0.2515183,0.002613529,0.4078708],"study_design_scores_gemma":[0.007745055,0.009214927,0.7570056,0.0005265257,0.001032007,0.0004623248,0.003607173,0.01016225,0.008283854,0.2004376,0.0009811086,0.0005416308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620393,0.000003077709,0.01079012,0.02537069,0.0005402561,0.001107733,0.00009396365,0.00001170887,0.00004314559],"genre_scores_gemma":[0.9861917,0.000003095244,0.01327956,0.0001038616,0.0003351328,0.00006507518,0.000001736474,0.0000147916,0.000005053268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.630142,"threshold_uncertainty_score":0.3479114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06262765099024771,"score_gpt":0.3574314669752647,"score_spread":0.294803815985017,"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."}}