{"id":"W3165659053","doi":"10.1136/bmjopen-2021-049116","title":"Patient and stakeholder involvement in resilient healthcare: an interactive research study protocol","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Resilience and Mental Health","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Stiftelsen Norsk Luftambulanse; Norges Forskningsråd; Universitetet i Stavanger; Norges Teknisk-Naturvitenskapelige Universitet","keywords":"Stakeholder; Health care; Context (archaeology); Medicine; Exploratory research; Participatory action research; Knowledge management; Focus group; Public relations; Business; Sociology; Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1400502,0.002848572,0.00310166,0.00437074,0.009169437,0.007074797,0.005208733,0.007923344,0.04889018],"category_scores_gemma":[0.07845973,0.003263616,0.002956197,0.003885279,0.00590416,0.006133076,0.006350222,0.009359621,0.01252948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00975645,"about_ca_system_score_gemma":0.04320157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00362032,"about_ca_topic_score_gemma":0.007754686,"domain_scores_codex":[0.9423867,0.04215213,0.004775232,0.003572333,0.003046409,0.004067309],"domain_scores_gemma":[0.9023103,0.05687474,0.004562546,0.01052171,0.01775554,0.007975148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04552118,0.03137083,0.009881313,0.06555647,0.0004356822,0.006834615,0.3130152,0.00914679,0.009746253,0.05369963,0.1224838,0.3323083],"study_design_scores_gemma":[0.05796437,0.02532045,0.01843825,0.03489598,0.000534979,0.001184438,0.1759246,0.004911096,0.007932796,0.03085711,0.6411646,0.0008712766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004423606,0.0001318537,0.005465949,0.0005518289,0.0001500708,0.986221,0.001163009,0.00005956081,0.001833167],"genre_scores_gemma":[0.001986259,0.00006253509,0.003729101,0.0001337436,0.00001631767,0.9937391,0.00009302635,0.00000339307,0.0002364968],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1400502,"threshold_uncertainty_score":0.740665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4502402473743407,"score_gpt":0.623904314336866,"score_spread":0.1736640669625253,"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."}}