{"id":"W2949511939","doi":"10.1016/j.jval.2019.04.1604","title":"PNS249 WHAT ARE THE PRIORITY PATIENT ENGAGEMENT ACTIVITIES IN MEDICINES DEVELOPMENT? RESULTS OF A GLOBAL MULTI-STAKEHOLDER CONSULTATION","year":2019,"lang":"en","type":"article","venue":"Value in Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Robarts Clinical Trials","funders":"","keywords":"Outreach; Stakeholder; Public involvement; Stakeholder engagement; Medicine; Relevance (law); Family medicine; Clinical trial; Public engagement; Medical education; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.004126303,0.0001994233,0.0004439997,0.0001194198,0.0003411784,0.000008181557,0.0001689458,0.0001220556,0.00003311621],"category_scores_gemma":[0.0002135913,0.0001452747,0.0000283799,0.000465026,0.00005599485,0.0002211781,0.0001158169,0.0005769519,0.00004316813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591319,"about_ca_system_score_gemma":0.001577719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121891,"about_ca_topic_score_gemma":0.008420469,"domain_scores_codex":[0.9940308,0.002403955,0.00189078,0.0003663737,0.0005954194,0.0007126292],"domain_scores_gemma":[0.9970531,0.001281677,0.001054191,0.0003436418,0.0001049519,0.0001624455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007228513,0.0006240897,0.8637467,0.00538347,0.00001238405,0.000002936799,0.1092128,0.0006845177,0.00001128668,0.000499322,0.0003476823,0.018752],"study_design_scores_gemma":[0.01066377,0.0007626413,0.6639075,0.01582358,0.00000538106,6.681973e-7,0.2938013,0.001972666,0.0001099606,0.0001793674,0.0124988,0.000274359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891323,0.001385574,0.00001934322,0.002210045,0.001832549,0.004978099,0.00008909468,0.00002386169,0.0003291116],"genre_scores_gemma":[0.9944578,0.0006641225,0.0008803146,0.003465614,0.00003752636,0.0002875918,0.0001087773,0.0000123059,0.00008589723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1998392,"threshold_uncertainty_score":0.9953654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3587521875131387,"score_gpt":0.4313663730391551,"score_spread":0.07261418552601645,"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."}}