{"id":"W6959014820","doi":"10.6084/m9.figshare.c.5070914.v1","title":"Engaging indigenous patient partners in patient-oriented research: lessons from a one-year initiative","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Thematic analysis; Participatory action research; Community engagement; Citizen journalism; Community-based participatory research; Diversity (politics); Population; Population health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001483834,0.0002215125,0.0003869138,0.0004195892,0.0004641729,0.0001026578,0.0003872226,0.0004047634,0.2177635],"category_scores_gemma":[0.001423851,0.000215572,0.0001431688,0.001227353,0.0000879248,0.0001060818,0.0002393276,0.0009185315,0.002492973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002774176,"about_ca_system_score_gemma":0.000679017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008493604,"about_ca_topic_score_gemma":0.01745809,"domain_scores_codex":[0.9963601,0.001169918,0.0002636477,0.0005641205,0.001050961,0.0005913039],"domain_scores_gemma":[0.9988306,0.0002866141,0.0002379579,0.0002576003,0.0001214814,0.0002657111],"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":[0.00001321247,0.000116803,0.0001327584,0.00005096468,0.0001533568,0.0001370059,0.151727,0.00000291572,0.000001850095,0.000144081,0.8416115,0.005908586],"study_design_scores_gemma":[0.000158929,0.00004599759,0.0001539058,0.00210828,0.00001663949,4.250131e-8,0.01938495,0.000005239764,0.00002448483,0.0000978832,0.9777284,0.0002751997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006692868,0.001267745,2.294855e-7,0.0008407196,0.0001599878,0.001024773,0.2203999,0.0002378068,0.7753996],"genre_scores_gemma":[0.5710917,0.0002776776,0.000300257,0.001839849,0.003556083,0.001756211,0.3139907,0.001075959,0.1061115],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.669288,"threshold_uncertainty_score":0.9982837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2162029606068964,"score_gpt":0.395028633175399,"score_spread":0.1788256725685025,"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."}}