{"id":"W4405750084","doi":"10.1016/j.jval.2024.10.3110","title":"SA29 Pathways to Value and Impact for Child Health and Wellness","year":2024,"lang":"en","type":"article","venue":"Value in Health","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Innovates; University of Calgary","funders":"","keywords":"Value (mathematics); Environmental health; Business; Medicine; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002941108,0.0003605593,0.000250483,0.001613162,0.002679894,0.007786388,0.0006026536,0.001447181,0.07024195],"category_scores_gemma":[0.0124584,0.000298011,0.0009901985,0.001666324,0.002046099,0.00181374,0.004167483,0.002888187,0.004656906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006011358,"about_ca_system_score_gemma":0.01482289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02871115,"about_ca_topic_score_gemma":0.03926167,"domain_scores_codex":[0.9975213,0.0009790398,0.00007723212,0.0001388515,0.0006204998,0.0006631132],"domain_scores_gemma":[0.9873559,0.00315614,0.0008612506,0.000466894,0.00439884,0.003760974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005635608,0.00130972,0.1671346,0.0008569919,0.0002657088,0.0008103041,0.007681472,0.002244282,0.001424617,0.3592182,0.1346173,0.3238732],"study_design_scores_gemma":[0.0001640353,0.0005102112,0.2486368,0.002104459,0.0001440036,0.0006241932,0.01850993,0.003185337,0.001785943,0.2565312,0.4676894,0.0001145004],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1211477,0.002779704,0.003134636,0.06737133,0.0005535932,0.0002363014,0.003218205,0.0001403322,0.8014183],"genre_scores_gemma":[0.9177923,0.002766277,0.004281286,0.002069481,0.00018561,0.000179414,0.001721823,0.00008373992,0.07092017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07024195,"threshold_uncertainty_score":0.2349827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07831392966728959,"score_gpt":0.4248969674783401,"score_spread":0.3465830378110505,"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."}}