{"id":"W2058538084","doi":"10.1037/0278-6133.27.1(suppl.).s43","title":"Accumulation of behavioral validation evidence for physical activity stage of change.","year":2008,"lang":"en","type":"article","venue":"Health Psychology","topic":"Physical Activity and Health","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Robert Wood Johnson Foundation","keywords":"Physical activity; Psychology; Population; Clinical psychology; Physical medicine and rehabilitation; Medicine; Environmental health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2077081,0.000747251,0.001440388,0.002798512,0.00113175,0.00404618,0.002015052,0.001465412,0.003423417],"category_scores_gemma":[0.3619965,0.0006630736,0.003213657,0.002715578,0.002888591,0.001824622,0.003509854,0.001753322,0.0005112129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845712,"about_ca_system_score_gemma":0.005474605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810364,"about_ca_topic_score_gemma":0.004783117,"domain_scores_codex":[0.8660695,0.08576974,0.01777822,0.007592863,0.02181288,0.000976814],"domain_scores_gemma":[0.416534,0.4149933,0.04264719,0.04069051,0.08332637,0.001808562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004377624,0.0012122,0.7307785,0.01917563,0.01937957,0.000127989,0.002440377,0.001939276,0.001913663,0.00589589,0.0044441,0.2083152],"study_design_scores_gemma":[0.001579618,0.007499448,0.9109377,0.01502924,0.01318613,0.0004366275,0.002267672,0.003556804,0.006150846,0.005615017,0.03360137,0.000139577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.683874,0.1111683,0.1090046,0.01066101,0.00361796,0.009419396,0.009125666,0.0004227245,0.06270631],"genre_scores_gemma":[0.9663367,0.003870253,0.02087601,0.001999829,0.0002913859,0.002179112,0.003601883,0.00007145556,0.0007735245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2077081,"threshold_uncertainty_score":0.977037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8284484631185078,"score_gpt":0.6496468986028712,"score_spread":0.1788015645156367,"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."}}