{"id":"W4411260139","doi":"10.2196/70925","title":"Determinants of Patient Use of Telemental Health Services: Representative Cross-Sectional Survey From Germany","year":2025,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Medicine; Family medicine; Psychology; Environmental health","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":[0.0007435923,0.000220036,0.0002601738,0.0009604348,0.0002155405,0.0005800456,0.0003335661,0.0004586707,0.001740737],"category_scores_gemma":[0.001202171,0.000233356,0.0003509918,0.001314219,0.0002671846,0.0005180563,0.0006087338,0.0003408096,0.0003692713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007281056,"about_ca_system_score_gemma":0.0004423428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0197667,"about_ca_topic_score_gemma":0.02118759,"domain_scores_codex":[0.9994547,0.0001228741,0.00008579619,0.0001153575,0.0001000236,0.0001212472],"domain_scores_gemma":[0.9991205,0.0001670625,0.0004425786,0.00006088251,0.00006861761,0.0001403744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003385505,0.00005811793,0.9972746,0.0000280877,0.00003848753,0.00007917535,0.0002669817,0.00005219604,0.0001291799,0.00002059292,0.0002597211,0.001758926],"study_design_scores_gemma":[0.000002110383,0.0000357384,0.9993248,0.000007131012,0.000008772617,0.00006107723,0.0003002668,0.00007999295,0.00002959643,0.000004049365,0.0001442138,0.000002159258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980379,0.0001054488,0.00006116769,0.00004392004,0.00000208983,0.00001512275,0.001471237,0.000003368467,0.0002597427],"genre_scores_gemma":[0.9988424,0.0001200373,0.0000718935,0.00005387014,0.000002892719,0.00002130301,0.0007464406,0.000001181558,0.0001399986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0197667,"threshold_uncertainty_score":0.03930324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05288036508681725,"score_gpt":0.4498689647872435,"score_spread":0.3969885997004263,"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."}}