{"id":"W4205499636","doi":"10.2196/32664","title":"Patient Digital Health Technologies to Support Primary Care Across Clinical Contexts: Survey of Primary Care Providers, Behavioral Health Consultants, and Nurses","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institute on Aging","keywords":"Health care; Nursing; Medicine; Social media; Phone; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003048548,0.0001727714,0.0003029179,0.0008079978,0.00131432,0.001043708,0.0003279296,0.0009615193,0.001665383],"category_scores_gemma":[0.007715084,0.0005276848,0.000255468,0.0009204196,0.0006006672,0.0007821181,0.001235786,0.0008414921,0.0003674082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063351,"about_ca_system_score_gemma":0.001673381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009689497,"about_ca_topic_score_gemma":0.02048497,"domain_scores_codex":[0.9972216,0.00114074,0.0003026091,0.0002947698,0.0006416965,0.0003984829],"domain_scores_gemma":[0.993013,0.002247042,0.002102566,0.0002444078,0.001187326,0.001205708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004329843,0.0002284139,0.9787837,0.0000702283,0.00001849781,0.0002785151,0.01435783,0.00002012266,0.0005078497,0.00002767761,0.0006234475,0.005040437],"study_design_scores_gemma":[0.00002129747,0.0005436626,0.9570157,0.00007545589,0.00001704363,0.0007994761,0.04004386,0.0001774263,0.0001148526,0.00002134952,0.001160566,0.0000092515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988616,0.0001637051,0.00007777382,0.0002535105,0.000005431127,0.00006442053,0.0001186196,0.000001969911,0.0004530808],"genre_scores_gemma":[0.9984377,0.0003552474,0.0002545858,0.0005703908,0.00001182879,0.0001033142,0.00009671818,0.000001871942,0.0001682703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009689497,"threshold_uncertainty_score":0.01926625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158247687212075,"score_gpt":0.5520772076778574,"score_spread":0.3938295204657823,"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."}}