{"id":"W1495069443","doi":"","title":"An Empirical Investigation of Mobile Health Adoption in Preventive Interventions","year":2009,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Athabasca University","funders":"","keywords":"Psychological intervention; Empirical research; Information and Communications Technology; Intervention (counseling); Mobile telephony; Knowledge management; Mobile technology; Perception; Business; Mobile computing; Internet privacy; Computer science; Psychology; Medicine; Mobile radio; Telecommunications; World Wide Web; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.007071185,0.00009197374,0.0004002775,0.0003558539,0.0003637128,0.00001811635,0.0002255511,0.00018407,0.000004790238],"category_scores_gemma":[0.0006002751,0.00006831146,0.0002029407,0.0005263471,0.0000122621,0.001089615,0.00001208693,0.0004022423,0.000009642056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451742,"about_ca_system_score_gemma":0.001024186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006645928,"about_ca_topic_score_gemma":0.00004864431,"domain_scores_codex":[0.995116,0.0009745196,0.003109322,0.00006657665,0.0004612606,0.0002723029],"domain_scores_gemma":[0.9904677,0.0003780768,0.00750032,0.0001985272,0.001297714,0.0001576378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004238747,0.0006450457,0.801412,0.004792387,0.000100245,7.027031e-8,0.0424809,0.01279477,0.0002240005,0.03446838,0.06852763,0.03413064],"study_design_scores_gemma":[0.003558074,0.001784106,0.8555185,0.002368603,0.00004980498,0.000004383123,0.012348,0.002505713,0.00004053123,0.002274307,0.1194002,0.0001477696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998408,0.001239915,0.03939129,0.01517872,0.007274685,0.03326761,0.0005102098,0.0001111148,0.003185627],"genre_scores_gemma":[0.9968097,0.00009510665,0.0004513992,0.001042602,0.0002001349,0.001138415,0.00006173258,0.00000548943,0.0001953955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0969689,"threshold_uncertainty_score":0.3796254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05924964653000165,"score_gpt":0.4616085028226078,"score_spread":0.4023588562926062,"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."}}