{"id":"W2905158742","doi":"10.2196/10658","title":"Use of Physical Activity Monitoring Devices by Families in Rural Communities: Qualitative Approach","year":2018,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Physical Activity and Health","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Appalachian State University","keywords":"Physical activity; Tracking (education); Psychological intervention; Psychology; Perception; Coding (social sciences); Activity tracker; Gerontology; Applied psychology; Social psychology; Medicine; Sociology; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001773619,0.0001083378,0.0003351645,0.00008808334,0.0001125855,0.00002333012,0.00004591851,0.00004994832,0.000001242785],"category_scores_gemma":[0.0000472326,0.00009468346,0.00004356448,0.0002601188,0.0001311162,0.000262641,0.00006860896,0.0002645714,9.144659e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000234711,"about_ca_system_score_gemma":0.00003391759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192171,"about_ca_topic_score_gemma":0.00004088236,"domain_scores_codex":[0.9992487,0.000124778,0.0001446723,0.00009484008,0.0001788332,0.000208153],"domain_scores_gemma":[0.9989707,0.000645379,0.0001298086,0.0001103893,0.00007177235,0.00007187674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002403329,0.003107514,0.8138636,0.00146739,0.00003334003,8.839058e-7,0.152394,0.000002918928,0.005200011,0.0002493078,0.0001289393,0.02331184],"study_design_scores_gemma":[0.001611383,0.001566542,0.8301123,0.000447196,0.0001209659,0.000003114501,0.1481743,0.01108929,0.005623269,0.0002565427,0.0005030857,0.0004919604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992743,0.00006483951,0.00005868025,0.00003163409,0.00003293097,0.0001813797,0.00002454668,0.00001667955,0.0003149984],"genre_scores_gemma":[0.9991907,0.0001051401,0.0002033429,0.00001161049,0.0004250561,0.00001813559,0.00001352665,0.000008977018,0.00002350438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02281988,"threshold_uncertainty_score":0.3861079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355016462776626,"score_gpt":0.4060609085203128,"score_spread":0.2705592622426501,"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."}}