{"id":"W4226255768","doi":"10.2196/34949","title":"Communications Through Contemporary Tools of Information and Communication Technology: Cross-sectional Study Evaluating Health Among Separated Family Members","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Telecommunications Advancement Foundation","keywords":"Psychosocial; Information and Communications Technology; Context (archaeology); Interpersonal communication; Cross-sectional study; Psychology; Mental health; Gerontology; Medicine; Social psychology; Psychiatry; Geography; World Wide Web; Computer science","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":[0.0007035975,0.0002511106,0.0002805355,0.0008551331,0.001002708,0.0005615058,0.0002213404,0.000436552,0.001138961],"category_scores_gemma":[0.001505678,0.0004520633,0.0004001079,0.0006697231,0.0002879924,0.0006545956,0.000553401,0.0005661333,0.000217119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002910741,"about_ca_system_score_gemma":0.0003831655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006003795,"about_ca_topic_score_gemma":0.008757227,"domain_scores_codex":[0.9996283,0.0001012784,0.00005723621,0.00006281949,0.00007819689,0.00007221782],"domain_scores_gemma":[0.9989247,0.0002276513,0.0003820143,0.00005633475,0.0001848795,0.0002243299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003291368,0.0001402059,0.9962275,0.00002067623,0.00002138787,0.000102474,0.001977533,0.000007324255,0.0001519048,0.000005821456,0.00004287794,0.001269338],"study_design_scores_gemma":[0.000004803213,0.0003604767,0.991236,0.00001902565,0.00002821347,0.000314421,0.007652624,0.00005427733,0.00008283348,0.000009041185,0.0002328881,0.000005467964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997452,0.00006143053,0.00002138179,0.000009144263,0.000001196156,0.00001053197,0.0000428013,3.916368e-7,0.0001078057],"genre_scores_gemma":[0.9994796,0.0001340232,0.0001045532,0.00004217332,0.000004515534,0.00003204558,0.00008650871,5.962901e-7,0.0001159772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006003795,"threshold_uncertainty_score":0.01193768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2386183446044021,"score_gpt":0.5305071176968286,"score_spread":0.2918887730924265,"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."}}