{"id":"W4406572008","doi":"10.1016/j.ssmhs.2025.100054","title":"Supports and barriers to creating and implementing person-centred plans in the community care sector in Canada: A qualitative analysis of three perspectives","year":2025,"lang":"en","type":"article","venue":"SSM - Health Systems","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Western University","funders":"Canadian Institutes of Health Research; Kementerian Kesihatan Malaysia","keywords":"Qualitative research; Public relations; Business; Knowledge management; Nursing; Sociology; Political science; Medicine; Computer science; Social science","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":[0.003622535,0.00007558539,0.0003376436,0.0003044444,0.0006732276,0.00002938833,0.0001091227,0.00003664677,0.000008808953],"category_scores_gemma":[0.0004566943,0.00006535162,0.00001645109,0.001274918,0.00006177119,0.00004325559,0.00002374889,0.0002077735,2.421843e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009304531,"about_ca_system_score_gemma":0.003331659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991124,"about_ca_topic_score_gemma":0.9996136,"domain_scores_codex":[0.9965121,0.002331914,0.0004245521,0.0001515952,0.0002502475,0.0003296315],"domain_scores_gemma":[0.9986589,0.0007997372,0.0001626214,0.0001204918,0.000133444,0.0001247956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000436517,0.000004595372,0.222963,0.0002584237,0.00003193154,7.063032e-7,0.7676415,0.000003639443,5.617785e-7,0.008650128,0.0000495286,0.0003916467],"study_design_scores_gemma":[0.0001242511,0.00002159763,0.1320874,0.0001452369,0.00000850426,9.012317e-8,0.8671855,0.00008755981,1.944356e-7,0.0000146425,0.0002822358,0.00004275473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837695,0.00236245,0.000009342819,0.01168907,0.00006066765,0.0006131234,0.0001252392,0.000006230097,0.001364375],"genre_scores_gemma":[0.9994286,0.00007085266,0.00001506965,0.0004126426,0.00001448607,0.00003522668,0.000009669396,0.000002707757,0.00001078735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09954406,"threshold_uncertainty_score":0.591022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173059338429981,"score_gpt":0.4363813832074899,"score_spread":0.3190754493644918,"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."}}