{"id":"W4205203463","doi":"10.5334/ijic.5965","title":"Provider and Manager Perspectives on the Use of an Integrated Clinical Pathway for Community-Dwelling Older Adults: A Qualitative Case Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Thematic analysis; Integrated care; Nursing; Qualitative research; Health care; Scope (computer science); Psychology; Medicine; Knowledge management; Process management; Business; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003964927,0.0001679602,0.0003875941,0.0002742668,0.0002127739,0.00007236059,0.0003581701,0.0000510252,0.0001465756],"category_scores_gemma":[0.01447341,0.0001074014,0.0002172925,0.0001951933,0.0001389443,0.0003376423,0.0001354945,0.001555092,4.404921e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004228605,"about_ca_system_score_gemma":0.0004849967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002994191,"about_ca_topic_score_gemma":0.0006719336,"domain_scores_codex":[0.9945878,0.002800545,0.001628582,0.0001988236,0.0006716368,0.0001126037],"domain_scores_gemma":[0.9858961,0.0073883,0.001168635,0.0003069314,0.005146295,0.00009377029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.03129902,0.01034313,0.01887832,0.000104589,0.004235498,0.003964009,0.7509741,0.0009724713,0.0001737003,0.0007184295,0.003316099,0.1750207],"study_design_scores_gemma":[0.005163116,0.007260211,0.0009219135,0.0002457853,0.0002318243,0.001442455,0.9806407,0.001883761,0.00007372582,0.00007567327,0.00196267,0.00009817504],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934876,0.0001194766,0.001714549,0.002785952,0.0004366162,0.001072604,0.0003594376,0.00001186921,0.00001188786],"genre_scores_gemma":[0.9945073,0.00002406344,0.003900527,0.0011889,0.0001396755,0.00005147032,0.0001284565,0.00002656623,0.00003301107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2296666,"threshold_uncertainty_score":0.9938281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3285360759151638,"score_gpt":0.5366201020524659,"score_spread":0.2080840261373021,"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."}}