{"id":"W2904236642","doi":"10.12927/hcq.2018.25639","title":"Patient Roles in Engagement-Capable Environments: Multiple Perspectives","year":2018,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; CARE Canada; The Wilson Centre","funders":"","keywords":"Perspective (graphical); Psychology; Best practice; Computer science; Political 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008882679,0.0002826202,0.0003548852,0.0002322198,0.001160061,0.00001002883,0.0001847634,0.0002102011,0.0009723594],"category_scores_gemma":[0.00002958065,0.0002676949,0.00006262086,0.0002501583,0.0001198383,0.0002101593,0.0000574659,0.0007611613,0.002151386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231758,"about_ca_system_score_gemma":0.0003836307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364818,"about_ca_topic_score_gemma":0.0126535,"domain_scores_codex":[0.9950333,0.001490369,0.001068185,0.0006264288,0.0004911564,0.001290576],"domain_scores_gemma":[0.9982951,0.000298504,0.0003200833,0.000542573,0.00009444532,0.0004492594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000592288,0.001015164,0.454753,0.001185616,0.00002686627,0.00001886759,0.4570839,0.000001327712,0.0003364965,0.003861218,0.003932904,0.07719235],"study_design_scores_gemma":[0.004514416,0.01106059,0.1088355,0.001923036,0.00001290395,0.00000174263,0.6596729,0.0004380352,0.0002032606,0.001457312,0.2111742,0.0007061072],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863392,0.001201667,0.0001540713,0.00242643,0.001368727,0.002980127,0.0001375116,0.0001040585,0.005288197],"genre_scores_gemma":[0.9927105,0.0001166565,0.0006112434,0.004530128,0.0004874702,0.0007328769,0.0001642143,0.00004218066,0.0006047786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3459176,"threshold_uncertainty_score":0.9999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114388552810673,"score_gpt":0.3894916967846256,"score_spread":0.2780528415035584,"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."}}