{"id":"W2728584373","doi":"10.1093/geroni/igx004.5161","title":"IMPLEMENTATION MATTERS: SCALE-UP OF AN OLDER ADULT PHYSICAL ACTIVITY MODEL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Scale (ratio); Social connectedness; Intervention (counseling); Physical activity; Baseline (sea); Psychology; Gerontology; Applied psychology; Medicine; Physical therapy; Nursing; Social psychology; Political science","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":[0.05152424,0.0007294787,0.0006177907,0.0009446393,0.002425875,0.003984086,0.002709931,0.001916811,0.008409112],"category_scores_gemma":[0.06818141,0.0005527952,0.001761373,0.0008244499,0.001592608,0.003894582,0.006047238,0.003663969,0.001320931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008968024,"about_ca_system_score_gemma":0.04026534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472484,"about_ca_topic_score_gemma":0.01864625,"domain_scores_codex":[0.9697925,0.01823578,0.002020274,0.001806384,0.005291956,0.002853087],"domain_scores_gemma":[0.9755211,0.007896929,0.001550614,0.004908517,0.005874625,0.004248118],"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":[0.001711095,0.01939894,0.05334874,0.0048341,0.0004016054,0.0005128845,0.02958214,0.005743226,0.008938115,0.04223317,0.02142936,0.8118666],"study_design_scores_gemma":[0.01157996,0.07967798,0.2171502,0.01110095,0.002465426,0.001294113,0.04742039,0.03241209,0.03012438,0.06430115,0.5017158,0.0007575429],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6456803,0.0009893246,0.1194576,0.05890618,0.001136858,0.0829075,0.001587458,0.00148614,0.08784867],"genre_scores_gemma":[0.6625043,0.0006004041,0.2792541,0.00554735,0.0001479912,0.04351319,0.0007121793,0.0001668003,0.007553649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05152424,"threshold_uncertainty_score":0.2724895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4254713298712928,"score_gpt":0.6679736844243812,"score_spread":0.2425023545530884,"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."}}