{"id":"W2897077740","doi":"10.2196/11730","title":"Public Views on Using Mobile Phone Call Detail Records in Health Research: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Mobile phone; Phone; Public health; Qualitative research; Computer science; Internet privacy; Data science; Medicine; Telecommunications; Sociology; Nursing","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":[0.1092609,0.0006580612,0.001154496,0.002531143,0.01039176,0.006682123,0.002392651,0.003519654,0.002445431],"category_scores_gemma":[0.1107026,0.001352159,0.0007988491,0.002439231,0.01484367,0.00976197,0.01160674,0.005715657,0.0004148404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007573165,"about_ca_system_score_gemma":0.009695841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004203679,"about_ca_topic_score_gemma":0.003488826,"domain_scores_codex":[0.9054088,0.08056956,0.002424926,0.001728449,0.004558137,0.005310181],"domain_scores_gemma":[0.804664,0.1627762,0.01113058,0.003909706,0.009942888,0.007576721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003849439,0.00004304019,0.003336998,0.0002359714,0.00000588075,0.0003357833,0.9912353,0.00003379288,0.0005042421,0.0009136568,0.0002578461,0.003059],"study_design_scores_gemma":[0.000005772559,0.00007535133,0.00089904,0.0003220254,0.000005581516,0.0001789291,0.9945163,0.00009160322,0.000204114,0.0002965084,0.003389326,0.00001541188],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834064,0.000973097,0.003166596,0.008499872,0.00009922465,0.0003048914,0.00009834438,0.00002339033,0.003428274],"genre_scores_gemma":[0.9951361,0.0009266867,0.001084289,0.001658682,0.00003834827,0.000378633,0.00003346927,0.00001803443,0.0007258409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092609,"threshold_uncertainty_score":0.577834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.524494258507066,"score_gpt":0.5672514195706141,"score_spread":0.0427571610635481,"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."}}