{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01878542,0.000882117,0.0006589825,0.001865991,0.01357122,0.018419,0.002006526,0.00567015,0.004451189],"category_scores_gemma":[0.009896755,0.0005018871,0.0006861924,0.001204184,0.0301945,0.01807017,0.01744562,0.009873578,0.0004940759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004868013,"about_ca_system_score_gemma":0.00514867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00253549,"about_ca_topic_score_gemma":0.003107247,"domain_scores_codex":[0.9645756,0.02969434,0.0006036553,0.000746357,0.001857833,0.002522191],"domain_scores_gemma":[0.9875916,0.008057079,0.0006839858,0.0003875884,0.0008123272,0.002467337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004904672,0.00008023599,0.003223956,0.0002438896,0.00001895046,0.001642793,0.6711236,0.0002568774,0.0004835712,0.3040287,0.004133803,0.01471451],"study_design_scores_gemma":[0.00002377883,0.0001211072,0.001446199,0.0007345832,0.0000269697,0.002271274,0.7630548,0.0007252182,0.000458916,0.08179785,0.1492852,0.00005409386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3243676,0.01909683,0.0591888,0.2725275,0.001940913,0.0002168656,0.0001316015,0.0001611331,0.3223687],"genre_scores_gemma":[0.9834502,0.003091452,0.003007385,0.00557168,0.0003212607,0.00006714193,0.00002731041,0.00004350258,0.004420112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01878542,"threshold_uncertainty_score":0.09934795,"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."}}