{"id":"W4390939893","doi":"10.5334/ijic.icic23295","title":"Multi-stakeholder Engagement and Development of a Virtual Care Toolkit for Integrated Guideline-Based Low Back Pain Management","year":2023,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Stakeholder; Stakeholder engagement; Process management; Guideline; Medicine; Integrated care; Nursing; Best practice; Health care; Business; Operations management; Public relations; Engineering; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03085366,0.0005364298,0.0003535958,0.001024918,0.007927746,0.005070791,0.002161871,0.000934159,0.006427228],"category_scores_gemma":[0.03047878,0.0004307393,0.0007437029,0.0008415711,0.004213377,0.002247463,0.01324648,0.002113178,0.0008172484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0270819,"about_ca_system_score_gemma":0.1280165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.165296,"about_ca_topic_score_gemma":0.3971143,"domain_scores_codex":[0.9724855,0.01978197,0.000682844,0.001023085,0.003450834,0.002575805],"domain_scores_gemma":[0.9798378,0.007157954,0.001257855,0.001303528,0.004072409,0.006370437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004529719,0.00136985,0.04678189,0.003854622,0.0001275583,0.003736769,0.4591766,0.006149444,0.008928349,0.0294369,0.06064173,0.3793434],"study_design_scores_gemma":[0.0004674964,0.001549498,0.05616624,0.005678754,0.0002201095,0.0009942971,0.3346963,0.0153267,0.007287588,0.0291517,0.54816,0.0003013184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5757788,0.001447347,0.1535667,0.06546272,0.0006148569,0.02439234,0.001619658,0.001319455,0.175798],"genre_scores_gemma":[0.8285508,0.0008017625,0.1490387,0.0028179,0.0000473568,0.005571461,0.0005088438,0.0001544509,0.01250873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.165296,"threshold_uncertainty_score":0.3286678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395220066481598,"score_gpt":0.324424904693125,"score_spread":0.280472704028309,"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."}}