{"id":"W2753754473","doi":"10.1097/psn.0000000000000198","title":"Collaboration, Knowledge, and Respect: The Perfect Combination to Benefit Patient Care","year":2017,"lang":"en","type":"letter","venue":"Plastic Surgical Nursing","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"Patient care; Nursing; Public relations; Psychology; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004509811,0.0003370041,0.000573365,0.0001559924,0.002936991,0.0001020108,0.0002463009,0.001119439,0.0000873827],"category_scores_gemma":[0.0008219763,0.0002334638,0.00006593266,0.0001546186,0.0001244655,0.00007349565,0.00009189317,0.002389736,0.0001938931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000718975,"about_ca_system_score_gemma":0.0004991572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964964,"about_ca_topic_score_gemma":0.0004816588,"domain_scores_codex":[0.9966111,0.001018611,0.0006449781,0.0005686125,0.0004779611,0.0006787532],"domain_scores_gemma":[0.993329,0.004619583,0.0003702668,0.0005672453,0.0009097122,0.0002041626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006781967,0.00003715681,0.0002766361,0.001135406,0.00002606058,0.0001304242,0.0539267,0.000003565646,9.94692e-7,0.0009475928,0.9145645,0.02888312],"study_design_scores_gemma":[0.0005180372,0.0003642382,0.001719446,0.00508252,0.00004586157,0.00001895516,0.00970278,0.00004585236,9.73781e-7,0.0002082269,0.9820188,0.0002742576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06256853,0.01056446,0.00002149989,0.8709335,0.01321584,0.002830341,0.0002162033,0.0001396978,0.03950996],"genre_scores_gemma":[0.9534528,0.0002605127,0.00003326932,0.02903619,0.01254877,0.0005880705,0.0003245903,0.0001410241,0.003614821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8908842,"threshold_uncertainty_score":0.9999118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05235738888010114,"score_gpt":0.4170476362049858,"score_spread":0.3646902473248846,"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."}}