{"id":"W4414716098","doi":"10.1177/23743735251360511","title":"A Qualitative Description Study of the Patient's Experience With Community-Based Virtual Crisis Care in Canada: Illustrating the Potential Positives and Negatives of Remote Support on Recovery","year":2025,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Canadian Medical Association; Manitoba Medical Service Foundation","keywords":"Thematic analysis; Service (business); Qualitative research; Thematic map; Health care; Virtual machine; Crisis intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002479636,0.0001351555,0.000270464,0.000121966,0.0002284643,0.00001196202,0.0002699322,0.00003298182,0.000008099139],"category_scores_gemma":[0.00002301505,0.00007956489,0.00004786759,0.000418176,0.0001586944,0.0001527536,0.00005862079,0.0003451356,3.865499e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276696,"about_ca_system_score_gemma":0.0005581242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3512874,"about_ca_topic_score_gemma":0.3312268,"domain_scores_codex":[0.9973245,0.001222923,0.0007386138,0.0001413367,0.0004080704,0.0001645109],"domain_scores_gemma":[0.9981894,0.000332451,0.0009150718,0.0002567383,0.000260709,0.00004561126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001919294,0.0004396655,0.01719452,0.00005123014,0.00003421888,0.000009051801,0.9743131,0.0003046325,0.0002724926,0.00002905777,0.00002941613,0.005403333],"study_design_scores_gemma":[0.0009762999,0.007207934,0.05253563,0.0003706064,0.00002067282,0.000006697594,0.9371178,0.00001463682,0.001651606,0.00001780026,0.00001200723,0.00006837773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983479,0.0001899528,0.00006346204,0.0001048869,0.0006492503,0.0004392501,0.00001953326,0.00000152533,0.0001842741],"genre_scores_gemma":[0.999211,0.000005775134,0.0001103128,0.0006370577,0.000008673568,0.00001605494,0.000001356726,0.000005156729,0.000004613385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03719537,"threshold_uncertainty_score":0.6809766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490289077670276,"score_gpt":0.3506183515404267,"score_spread":0.3257154607637239,"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."}}