{"id":"W3044337067","doi":"10.2196/19776","title":"Exploring the Usage Intentions of Wearable Medical Devices: A Demonstration Study","year":2020,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Taipei Medical University","keywords":"Wearable computer; Wearable technology; Context (archaeology); Health care; Unified theory of acceptance and use of technology; Computer science; Medical device; Psychology; Medicine; Social influence; Social psychology","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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02804798,0.00008856413,0.0003455441,0.0005488687,0.0001928524,0.000127194,0.002632675,0.0001201305,0.003120845],"category_scores_gemma":[0.1157751,0.00004685228,0.0001728674,0.001589969,0.0005921313,0.0007293958,0.0005206801,0.003106656,0.00008912512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005784928,"about_ca_system_score_gemma":0.0009341578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005635979,"about_ca_topic_score_gemma":0.0002015733,"domain_scores_codex":[0.9818276,0.002125853,0.001335475,0.0002334777,0.01421484,0.0002627911],"domain_scores_gemma":[0.987215,0.008521963,0.0005114629,0.0003197049,0.002807087,0.0006247851],"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":[0.001489796,0.003725865,0.2667723,0.00002187905,0.0004453555,0.001788334,0.02582455,0.00002230899,0.0022085,0.002208185,0.01724832,0.6782446],"study_design_scores_gemma":[0.003934053,0.005600343,0.5938749,0.00129029,0.00008139614,0.0006477917,0.3548529,0.007455048,0.002925468,0.004194215,0.02489966,0.0002439584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197822,0.0001039553,0.006469925,0.07257837,0.0003452124,0.0001714781,0.000001448811,0.00000891706,0.0005384513],"genre_scores_gemma":[0.9992308,0.0001610964,0.0000808697,0.0002899838,0.0001729437,0.00001229501,1.014524e-7,0.000006165843,0.00004573959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6780006,"threshold_uncertainty_score":0.9991932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6054855491925463,"score_gpt":0.5636000492479437,"score_spread":0.04188549994460256,"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."}}