{"id":"W3005414703","doi":"10.1016/j.anai.2020.01.029","title":"Engaging patient partners in state-of-the-art allergy care","year":2020,"lang":"en","type":"review","venue":"Annals of Allergy Asthma & Immunology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Novartis","keywords":"Medicine; Decision aids; Context (archaeology); Risk perception; Health care; Patient participation; Affect (linguistics); Risk analysis (engineering); Quality of life (healthcare); Risk assessment; Perception; Knowledge management; Nursing; Psychology; Alternative medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003471594,0.0006688051,0.00281539,0.0005029868,0.0004475028,0.00000489006,0.002014892,0.0008399258,0.0001978166],"category_scores_gemma":[0.0008730241,0.0005659818,0.000735409,0.0009622158,0.0004015609,0.0001240756,0.001939168,0.003322246,0.0001903532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002931231,"about_ca_system_score_gemma":0.002846843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212019,"about_ca_topic_score_gemma":0.001538638,"domain_scores_codex":[0.9866216,0.007453575,0.003685714,0.0007093402,0.0004509322,0.001078876],"domain_scores_gemma":[0.9918113,0.00126051,0.003558148,0.002300071,0.0009119268,0.0001579905],"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":[0.0001093566,0.0001134351,0.00001911339,0.009769358,0.0007930688,0.00001116641,0.02707219,0.00003138963,0.000002274261,0.0013758,0.003195481,0.9575074],"study_design_scores_gemma":[0.0003982364,0.0003109122,0.0002586224,0.01468743,0.000005628742,0.000003931543,0.007402911,0.000005291573,0.00001125205,0.0001166064,0.9764338,0.0003653498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002580081,0.9915981,0.000003128061,0.002195232,0.001366293,0.002071803,0.0001529658,0.0000640857,0.002290406],"genre_scores_gemma":[0.002483117,0.9949487,0.0001688736,0.0008168322,0.00005052041,0.0008650291,0.0003496171,0.0001256795,0.000191593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9732383,"threshold_uncertainty_score":0.9996791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2447462215854671,"score_gpt":0.4589406188913082,"score_spread":0.2141943973058411,"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."}}