{"id":"W4409233509","doi":"10.1186/s40900-024-00663-2","title":"Solutions for Kids in Pain: Embedding and actioning patient partnership in a national knowledge mobilization network","year":2025,"lang":"en","type":"letter","venue":"Research Involvement and Engagement","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Abbotsford Veterinary Clinic; Squamish Nation; CARE Canada; Dalhousie University; Vale (Canada)","funders":"Health Canada","keywords":"Mobilization; General partnership; Embedding; Medicine; Business; Computer science; Political science; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01580867,0.000244057,0.0003549162,0.001643702,0.0004135145,0.0001037054,0.0001130992,0.0003123647,0.00001935987],"category_scores_gemma":[0.001296526,0.0002595655,0.00005887962,0.0008802685,0.0001050721,0.0001163685,0.0004527914,0.00164192,0.000001190699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123426,"about_ca_system_score_gemma":0.0003379686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007291708,"about_ca_topic_score_gemma":0.0001584567,"domain_scores_codex":[0.9957913,0.001281733,0.0005461683,0.0006295597,0.0008021232,0.0009491892],"domain_scores_gemma":[0.9975573,0.001756585,0.00008829035,0.0002136583,0.0003051563,0.00007901083],"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":[0.00005299467,0.0001383084,0.009935906,0.002629708,0.00007830252,0.00002364531,0.0005712949,0.0002602287,0.00001047629,0.0007282894,0.9793905,0.006180359],"study_design_scores_gemma":[0.001523423,0.0005266104,0.001805818,0.002416869,0.00006036508,5.479341e-7,0.001050371,0.07522681,0.000008104246,0.005348919,0.9117059,0.0003263008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01087845,0.02027469,0.0756777,0.8012182,0.0009731092,0.04365634,0.00009834541,0.0008233301,0.04639979],"genre_scores_gemma":[0.3975186,0.03389734,0.04500882,0.4266533,0.01254444,0.05056178,0.009259879,0.0004274959,0.02412839],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3866402,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2422676899737281,"score_gpt":0.4290037055818207,"score_spread":0.1867360156080926,"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."}}