{"id":"W6959509089","doi":"10.11575/prism/45068","title":"Developing a Canadian evaluation framework for patient and public engagement in research: study protocol","year":2021,"lang":"en","type":"other","venue":"University of Calgary","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delphi method; Protocol (science); Nominal group technique; Process (computing); Logic model; Community engagement; Public engagement; Delphi; Indigenous; Focus group","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":[],"consensus_categories":[],"category_scores_codex":[0.0006681491,0.00007649844,0.0001257476,0.0003711128,0.00005667539,0.00001090074,0.0001212974,0.0001759533,0.0001942314],"category_scores_gemma":[0.0001972003,0.00009432913,0.000032522,0.0001374996,0.00004989446,0.000001438987,0.0001717358,0.000124596,2.657471e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247779,"about_ca_system_score_gemma":0.0007157743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03020602,"about_ca_topic_score_gemma":0.3096086,"domain_scores_codex":[0.9990144,0.0003103044,0.0000794154,0.0002730823,0.0001772366,0.0001455049],"domain_scores_gemma":[0.9994339,0.00001560815,0.00006194006,0.0002295823,0.000204206,0.00005476708],"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":[0.0004620295,0.001965229,0.0446232,0.001880943,0.002055323,0.000282336,0.004989778,0.00000385628,0.00577938,0.003507811,0.5407463,0.3937038],"study_design_scores_gemma":[0.0006426508,0.0002865242,0.0007459713,0.0001941848,0.00003423352,4.012199e-7,0.002768627,0.00005533748,0.0007455235,0.0001944982,0.9941638,0.0001683203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.02351906,0.001410759,0.0507251,0.0006790389,0.00006292808,0.4764436,0.00003571489,0.00005958563,0.4470643],"genre_scores_gemma":[0.1624311,0.00114042,0.5889976,0.0009239847,0.000569468,0.04847413,0.004530685,0.001115451,0.1918172],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5382725,"threshold_uncertainty_score":0.9762519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09617576242794862,"score_gpt":0.373591247381247,"score_spread":0.2774154849532984,"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."}}