{"id":"W4386175272","doi":"10.1249/tjx.0000000000000015","title":"From a Vital Sign to Vitality: Selling Exercise So Patients Want to Buy It","year":2016,"lang":"en","type":"article","venue":"Translational Journal of the American College of Sports Medicine","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital","funders":"","keywords":"Vitality; Sign (mathematics); Medical prescription; Exercise prescription; Psychology; Value (mathematics); Physical activity; Health care; Feeling; Medicine; Applied psychology; Nursing; Physical therapy; Social psychology; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004325025,0.0001486493,0.0005239578,0.0002289674,0.00007974495,0.000002501875,0.0003214547,0.00003457336,0.001594696],"category_scores_gemma":[0.00003603194,0.00008232665,0.0002120337,0.0004557066,0.0002505617,0.00007429117,0.00001646261,0.0001372836,0.00001877097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005384929,"about_ca_system_score_gemma":0.0001283367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000318375,"about_ca_topic_score_gemma":0.00002071809,"domain_scores_codex":[0.9976959,0.00007168614,0.001048955,0.0001775769,0.0007697219,0.0002361688],"domain_scores_gemma":[0.9981672,0.0001443902,0.000711804,0.000242186,0.0003832653,0.0003511905],"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":[0.008949057,0.001711766,0.1360819,0.00003126066,0.0002973919,0.0001720376,0.01135366,0.0000759086,0.006042063,0.0009847246,0.1104101,0.7238901],"study_design_scores_gemma":[0.00369835,0.002345579,0.9697989,0.003689629,0.000328664,0.0000378079,0.002155439,0.000002574236,0.0004304775,0.00276175,0.01450532,0.0002455584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408336,0.0001460547,0.002776164,0.05412111,0.001049343,0.0003679307,0.0004875281,0.000006272388,0.0002119592],"genre_scores_gemma":[0.9966444,0.00002380324,0.001059433,0.001282093,0.00034068,0.000006050633,0.000004679126,0.00001863368,0.0006201976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8337169,"threshold_uncertainty_score":0.999318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951346521994879,"score_gpt":0.3490417784002737,"score_spread":0.3195283131803249,"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."}}