{"id":"W4295898342","doi":"10.1186/s40900-022-00386-2","title":"Stroke survivors partner in research: a case example of collaborative processes","year":2022,"lang":"en","type":"letter","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Thematic analysis; Inclusion (mineral); Qualitative research; Psychology; Value (mathematics); Process (computing); Medical education; Patient participation; Knowledge management; Medicine; Social psychology; Health care; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04181989,0.0004943629,0.0009108129,0.002347309,0.003797821,0.00005034968,0.0006594807,0.0006008446,0.003764342],"category_scores_gemma":[0.0006738811,0.0004503571,0.00007394046,0.00273803,0.0005862688,0.0001873116,0.002306165,0.0130394,0.00007949077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965534,"about_ca_system_score_gemma":0.003291024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04136311,"about_ca_topic_score_gemma":0.02564128,"domain_scores_codex":[0.9671482,0.02202038,0.001897942,0.001283359,0.004595617,0.003054537],"domain_scores_gemma":[0.9873475,0.00898253,0.0004698553,0.0009811502,0.00181256,0.0004064142],"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":[0.0004003272,0.0006446016,0.02225031,0.03039047,0.0001496995,0.002614158,0.03407833,0.000005967666,0.00001658909,0.0006994675,0.9074677,0.001282435],"study_design_scores_gemma":[0.001599158,0.002046782,0.00009186414,0.00166433,0.00001779574,0.000002535896,0.0763301,0.00003564536,0.00005729013,0.0007437068,0.9170758,0.0003349705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6480331,0.01435366,0.00001587208,0.2110486,0.003425831,0.050612,0.00758167,0.0002092288,0.06472],"genre_scores_gemma":[0.3574477,0.05153839,0.001346301,0.3221834,0.008729881,0.09644908,0.02695081,0.0009824487,0.134372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2905855,"threshold_uncertainty_score":0.9997948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7978290498291656,"score_gpt":0.5699261700963449,"score_spread":0.2279028797328206,"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."}}