{"id":"W2002515012","doi":"10.2196/resprot.3336","title":"An Accumulated Activity Effective Index for Promoting Physical Activity: A Design and Development Study in a Mobile and Pervasive Health Context","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Physical activity; Index (typography); The Internet; Life expectancy; Psychology; Computer science; Gerontology; Medicine; Environmental health; Physical therapy; Population; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005816197,0.0009187515,0.0008882733,0.001390169,0.0003629747,0.001065238,0.0009928207,0.000716792,0.002036362],"category_scores_gemma":[0.009140576,0.0004052439,0.00115999,0.000616336,0.0004994865,0.0007707697,0.0008854606,0.0007065261,0.0003315978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008501323,"about_ca_system_score_gemma":0.0009047329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608045,"about_ca_topic_score_gemma":0.001744197,"domain_scores_codex":[0.9980634,0.001201016,0.0001344431,0.0002182991,0.000238578,0.0001442517],"domain_scores_gemma":[0.9926733,0.004805492,0.000390202,0.0003809771,0.001328675,0.0004213422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01780028,0.0358511,0.1725458,0.004401417,0.001508209,0.0009572326,0.005023228,0.1199495,0.05780138,0.007211105,0.002139824,0.5748109],"study_design_scores_gemma":[0.004200373,0.1460315,0.1647464,0.0003644201,0.002737749,0.0005480568,0.003111985,0.6412401,0.02637475,0.002228806,0.008055844,0.0003600842],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9195268,0.0002161499,0.07377568,0.00008205423,0.0000634795,0.004292985,0.0001702496,0.0002290465,0.001643544],"genre_scores_gemma":[0.8097824,0.0002603689,0.1819713,0.0000617326,0.00001750592,0.006156666,0.0002840534,0.00003528347,0.001430684],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.005816197,"threshold_uncertainty_score":0.03075933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4956298087611476,"score_gpt":0.6217711037478134,"score_spread":0.1261412949866658,"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."}}