{"id":"W2346904063","doi":"10.1016/j.jval.2016.03.1855","title":"Regulatory Decision Making in Canada—Exploring New Frontiers in Patient Involvement","year":2016,"lang":"en","type":"article","venue":"Value in Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta; Health Canada","funders":"Health Canada","keywords":"Transparency (behavior); Context (archaeology); Legislature; Process (computing); Health care; Business; Medicine; Public relations; Process management; Knowledge management; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002079678,0.0002365906,0.0005062646,0.0005744079,0.0002192284,0.000003190047,0.0002179967,0.0001047376,0.0001112386],"category_scores_gemma":[0.0001004875,0.0001910955,0.0000323323,0.0005521878,0.00001656161,0.0001910401,0.0001491753,0.0005215422,0.00003076431],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01815675,"about_ca_system_score_gemma":0.009495635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9408746,"about_ca_topic_score_gemma":0.9435389,"domain_scores_codex":[0.9941353,0.001019018,0.002149767,0.0005310702,0.0007102886,0.001454577],"domain_scores_gemma":[0.9978731,0.0006828015,0.0004520161,0.0004446934,0.00003133332,0.0005160872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002105102,0.00007428611,0.8300948,0.0007679345,0.000002087503,0.00002238844,0.004846811,0.0008740447,0.0000027808,0.0003679484,0.004815091,0.1579214],"study_design_scores_gemma":[0.00875065,0.0007735408,0.8450013,0.06521593,0.000003106758,0.000001083093,0.02128332,0.003230869,0.00005204979,0.009847494,0.04507875,0.0007619042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892809,0.001558354,0.0004926362,0.001673727,0.004472886,0.002262828,0.00002248583,0.00002268451,0.0002134903],"genre_scores_gemma":[0.9891008,0.0009891029,0.003881946,0.005447373,0.0001160922,0.0003472689,0.00001331559,0.00003519572,0.00006895184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571594,"threshold_uncertainty_score":0.9961196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2721636936292732,"score_gpt":0.3790654274634049,"score_spread":0.1069017338341318,"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."}}