{"id":"W3186906008","doi":"10.1155/2021/5531693","title":"A Tripartite Knowledge Translation Program: Innovative Patient-Centered Approach to Clinical Research Participation for Individuals with Multiple Sclerosis","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis International","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Multiple Sclerosis Society of Canada; University of Saskatchewan","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; University of Saskatchewan","keywords":"Knowledge translation; Medicine; Multiple sclerosis; Translation (biology); Knowledge management; Computer science; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002937177,0.0002992988,0.000455902,0.0003916069,0.001111742,0.00008173016,0.0003587716,0.0002790745,0.0001423449],"category_scores_gemma":[0.001137999,0.0002684377,0.0001420623,0.001272551,0.0001356467,0.0003207739,0.0002241944,0.0007459699,0.0001834136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005182,"about_ca_system_score_gemma":0.0006071279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472086,"about_ca_topic_score_gemma":0.0009338991,"domain_scores_codex":[0.9935226,0.001599035,0.00177894,0.0009556995,0.001082011,0.001061665],"domain_scores_gemma":[0.9926795,0.002799581,0.0004403947,0.0004320914,0.003172384,0.0004760072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002136847,0.006624578,0.7831488,0.0004421455,0.0002400306,6.112231e-7,0.01949254,0.0001319955,0.000777082,0.0004658768,0.007139406,0.1794],"study_design_scores_gemma":[0.03246956,0.00406871,0.603999,0.004598036,0.00008157978,0.000001020988,0.0146381,0.05504588,0.005833052,0.0001557287,0.2781115,0.000997831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729616,0.0001091306,0.01054824,0.0009287222,0.002091722,0.008716102,0.001187712,0.0001626216,0.003294169],"genre_scores_gemma":[0.9226447,0.00004572379,0.05916853,0.00112109,0.0005530102,0.01164019,0.004414979,0.0000596893,0.0003521341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2709721,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8032284847766228,"score_gpt":0.5496796223634286,"score_spread":0.2535488624131942,"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."}}