{"id":"W4417465889","doi":"10.1016/j.genhosppsych.2025.12.016","title":"Does therapeutic alliance exist in team-based hospital settings? A qualitative study in complex continuing care","year":2025,"lang":"en","type":"article","venue":"General Hospital Psychiatry","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Bridgepoint Active Healthcare; Institute for Work & Health; Sinai Health System","funders":"","keywords":"Alliance; Qualitative research; Health care; Therapeutic relationship; Centrality; Construct (python library); Continuing care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005738479,0.000278624,0.0003842638,0.0002328434,0.0004063697,0.00003140532,0.0002911876,0.0001899047,0.0001322032],"category_scores_gemma":[0.0000844013,0.0002088646,0.00007691314,0.0008633374,0.0000713621,0.0001669834,0.00007080382,0.0007489252,0.00005851089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004547725,"about_ca_system_score_gemma":0.001232828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006160852,"about_ca_topic_score_gemma":0.008600775,"domain_scores_codex":[0.9966626,0.001117284,0.0008737217,0.0005611693,0.0002711614,0.0005140787],"domain_scores_gemma":[0.9988343,0.0001490137,0.0002850347,0.0003406664,0.0003229936,0.00006806318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002371359,0.001260591,0.6630058,0.000232556,0.00002709867,0.000001930235,0.3188023,0.00003114518,0.00006452301,0.006311597,0.009177887,0.0008474619],"study_design_scores_gemma":[0.00215112,0.0002646048,0.4021489,0.0006074338,0.000009932101,1.4592e-8,0.5902622,0.0001545381,0.000005807422,0.002934074,0.001224464,0.0002368541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647777,0.0004683165,0.00005366857,0.02064171,0.007880083,0.002612535,0.00004480559,0.00007362996,0.003447567],"genre_scores_gemma":[0.9902862,0.000004146696,0.001702809,0.004097779,0.0003088679,0.0009165326,0.0001268874,0.0000279064,0.002528823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.27146,"threshold_uncertainty_score":0.8517252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900618316790189,"score_gpt":0.4469036518011091,"score_spread":0.4278974686332072,"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."}}