{"id":"W4396734712","doi":"10.2196/53194","title":"A Web-Based Peer Support Network to Help Care Partners of People With Serious Illness: Co-Design Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer support; Web application; Psychology; Social support; Process (computing); Nursing; Medicine; Computer science; World Wide Web; Social 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":[0.05103926,0.0007812905,0.0007084275,0.001672632,0.003224368,0.002616149,0.001894558,0.001691347,0.005457926],"category_scores_gemma":[0.05432879,0.0007220577,0.0009560776,0.0008585778,0.001562782,0.00278563,0.003526939,0.001318783,0.0009752705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003827339,"about_ca_system_score_gemma":0.0077239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283968,"about_ca_topic_score_gemma":0.003088765,"domain_scores_codex":[0.9406072,0.05156123,0.001835874,0.002154498,0.002020908,0.00182021],"domain_scores_gemma":[0.9212187,0.05316162,0.003648801,0.005058507,0.01120231,0.005710051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00985704,0.05201791,0.1013475,0.01059985,0.0005278443,0.00339984,0.3541233,0.005823903,0.01228646,0.008845137,0.00615658,0.4350146],"study_design_scores_gemma":[0.01991007,0.1617029,0.07098095,0.00560176,0.001400415,0.002790045,0.5398738,0.02263857,0.02394602,0.00766366,0.1429707,0.0005210759],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921637,0.0004471923,0.0397177,0.0004862999,0.0001113134,0.03110412,0.0001985493,0.0001383887,0.006159496],"genre_scores_gemma":[0.8609569,0.0004086971,0.08832068,0.0005168737,0.00006231669,0.04659809,0.0001968124,0.00007129072,0.002868321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05103926,"threshold_uncertainty_score":0.2699246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1519706533260862,"score_gpt":0.4601738493604181,"score_spread":0.3082031960343319,"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."}}