{"id":"W3087457910","doi":"10.1111/hex.13126","title":"Partnering to power progress towards a paradigm shift: Response to Riggare et al","year":2020,"lang":"en","type":"letter","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Health care; Resistance (ecology); Psychology; Social media; Power (physics); Medical education; Public relations; Medicine; Nursing; 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":[0.04754711,0.001272162,0.001669833,0.001342544,0.02263137,0.01554862,0.008058156,0.03885328,0.009699536],"category_scores_gemma":[0.1245479,0.001428494,0.002040832,0.001534145,0.0194979,0.02330767,0.0165598,0.07801973,0.00291494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065654,"about_ca_system_score_gemma":0.03318027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008966893,"about_ca_topic_score_gemma":0.01794777,"domain_scores_codex":[0.9363112,0.04376513,0.002021456,0.003505417,0.008124485,0.00627228],"domain_scores_gemma":[0.860899,0.075262,0.006225088,0.003177474,0.01919049,0.03524613],"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":[0.00006720609,0.0001846081,0.001416102,0.0006667734,0.00004306908,0.003243548,0.1510806,0.0001037439,0.000315657,0.009173475,0.8090239,0.02468143],"study_design_scores_gemma":[0.00008143744,0.0001637676,0.0008903581,0.00242217,0.00002818265,0.004931157,0.3688857,0.0004048624,0.0003623132,0.01443385,0.6071979,0.000198303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002827661,0.002005701,0.0005066366,0.9864774,0.006790341,0.00003284874,0.00002458516,0.00005009546,0.00128478],"genre_scores_gemma":[0.03520443,0.00293601,0.001105984,0.954504,0.00339892,0.0001751501,0.0000350066,0.0001167617,0.002523765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04754711,"threshold_uncertainty_score":0.2514562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2333266394788047,"score_gpt":0.4906605855683109,"score_spread":0.2573339460895061,"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."}}