{"id":"W7162107442","doi":"10.2196/83055","title":"Involving Families in Cardiac Care through Remote Patient and Family Management: Focus Group and Journey Mapping Study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Focus group; Focus (optics); Qualitative research; Group (periodic table); Telemedicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005966748,0.0005198727,0.0005697401,0.001328203,0.01217119,0.00233926,0.001205811,0.001800045,0.004455779],"category_scores_gemma":[0.01239814,0.0006760232,0.0005709841,0.001170025,0.002005141,0.003613106,0.004440137,0.002660833,0.0005139278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176603,"about_ca_system_score_gemma":0.008270624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02941023,"about_ca_topic_score_gemma":0.05631031,"domain_scores_codex":[0.9964839,0.002221013,0.0001088208,0.0002363711,0.0001927145,0.0007571661],"domain_scores_gemma":[0.9926701,0.003647561,0.0006333819,0.0003519194,0.0009819244,0.001715122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001374134,0.001906623,0.03164513,0.0001262398,0.00001883528,0.0004734169,0.9541022,0.00002733751,0.0004770906,0.0002132304,0.0009635419,0.009909016],"study_design_scores_gemma":[0.00002572097,0.0004735672,0.02704359,0.00007297201,0.00001391101,0.0001325428,0.9702478,0.0000287213,0.0001281273,0.0001042963,0.001711772,0.0000170957],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981774,0.0000591735,0.0002085887,0.0004104547,0.00001557445,0.0001602233,0.00005675289,0.000003708851,0.0009081736],"genre_scores_gemma":[0.9960413,0.0002353246,0.0005775953,0.0006245333,0.00001339578,0.0008467399,0.00008976282,0.000007433977,0.001564007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02941023,"threshold_uncertainty_score":0.05847812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04786937312479835,"score_gpt":0.3489196881565795,"score_spread":0.3010503150317812,"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."}}