{"id":"W2985648294","doi":"10.3233/shti190581","title":"Patient Health Information Technology Designed for Shared Decision Making: If We Implement It, Will It Become Normal Clinical Practice?","year":2019,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Knowledge management; Normalization (sociology); Health information technology; Cognition; Clinical decision making; Information technology; Investment (military); Action (physics); Psychology; Work (physics); Process (computing); Computer science; Health care; Medicine; Political science; Sociology; Engineering","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":[0.1208499,0.000344577,0.0004459371,0.0008947763,0.002414991,0.0104245,0.001551291,0.002880539,0.006279164],"category_scores_gemma":[0.1974552,0.0002931036,0.000682075,0.001461762,0.00495787,0.01179459,0.004154714,0.003670773,0.001024851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004126562,"about_ca_system_score_gemma":0.01978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001684465,"about_ca_topic_score_gemma":0.002186809,"domain_scores_codex":[0.8974266,0.08725535,0.002442349,0.001109716,0.009068324,0.0026977],"domain_scores_gemma":[0.8664751,0.09899781,0.008254725,0.008152901,0.01149289,0.006626678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007801397,0.002071035,0.03537676,0.003377806,0.0001781224,0.0001504791,0.0257161,0.0008928724,0.00105623,0.08861577,0.01496574,0.826819],"study_design_scores_gemma":[0.001110501,0.01437904,0.09720555,0.02959948,0.0007144625,0.0009534796,0.1838455,0.008172956,0.0240301,0.2161006,0.4232859,0.0006024932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3922329,0.009564802,0.07013737,0.4303589,0.002600449,0.005244496,0.0004924834,0.0005413067,0.08882726],"genre_scores_gemma":[0.9240383,0.003029408,0.06001874,0.00814525,0.0002053612,0.001516196,0.0001090945,0.00006500049,0.002872704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1208499,"threshold_uncertainty_score":0.6391229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3925962571316815,"score_gpt":0.6606418998745472,"score_spread":0.2680456427428657,"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."}}