{"id":"W2433763343","doi":"10.2196/mhealth.4926","title":"Mobile Phone Use and its Association With Sitting Time and Meeting Physical Activity Recommendations in a Mexican American Cohort","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sitting; Mobile phone; Medicine; Body mass index; Cohort; Demography; Odds ratio; Odds; Logistic regression; Gerontology; Telecommunications; Computer science; Internal medicine","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":[0.0003732615,0.0002338951,0.0002246731,0.0005855651,0.0005260289,0.0006065695,0.0002606348,0.0003574135,0.001883636],"category_scores_gemma":[0.0009103952,0.0003282386,0.0004105729,0.0008189775,0.0001600314,0.0002988093,0.000319601,0.0005534904,0.0002402011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942739,"about_ca_system_score_gemma":0.0002108768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0260142,"about_ca_topic_score_gemma":0.02485967,"domain_scores_codex":[0.9998296,0.00003367874,0.00001425928,0.00004854736,0.00003453355,0.00003918482],"domain_scores_gemma":[0.9994947,0.00005143132,0.0002381489,0.00004835162,0.00006469748,0.0001026661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006498224,0.00003389552,0.9988725,0.00000601213,0.00003858811,0.00003976226,0.000105659,0.000006665123,0.0001464693,0.000005515252,0.0001237061,0.0005562778],"study_design_scores_gemma":[0.000004006492,0.00004770346,0.9994666,0.000004841386,0.00002291895,0.00006337569,0.0002152234,0.0000451521,0.00001152467,0.000003863422,0.0001132212,0.00000157101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991103,0.0001402989,0.00003556344,0.00003992199,0.000004473287,0.000006087338,0.0004285811,0.000002397545,0.0002323636],"genre_scores_gemma":[0.9990448,0.0001924315,0.00006703789,0.00003192298,0.000009250844,0.00001409901,0.000379446,0.000002086684,0.0002588067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0260142,"threshold_uncertainty_score":0.05172557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317586565156497,"score_gpt":0.3742135102564269,"score_spread":0.3310376446048619,"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."}}