{"id":"W4285018552","doi":"10.2471/blt.22.288103","title":"Child health, inclusive education and development","year":2022,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Environmental health","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001250715,0.0001308472,0.0002700412,0.0001555842,0.006153456,0.000004561796,0.0002307933,0.00003241335,0.002055953],"category_scores_gemma":[0.0001587464,0.0001126452,0.00001862932,0.0007199643,0.00003627644,0.00001528081,0.0006667878,0.0006579207,0.00004982476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119238,"about_ca_system_score_gemma":0.00462784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007154651,"about_ca_topic_score_gemma":0.0005806984,"domain_scores_codex":[0.9970431,0.001118226,0.0008303316,0.0002619322,0.0003524379,0.0003939596],"domain_scores_gemma":[0.9982968,0.0001239159,0.0009566458,0.0002881526,0.0001567977,0.0001776829],"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":[0.0000424463,0.0006476615,0.085461,0.001797979,0.00001609041,1.256503e-7,0.03725021,0.00005840717,0.000007967305,0.01465122,0.8251304,0.03493652],"study_design_scores_gemma":[0.0004474871,0.000038093,0.1414509,0.0004249732,0.000002421952,0.000004361018,0.003955611,0.000002204436,0.00001596423,0.00008062813,0.8534877,0.0000896805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04650077,0.003408289,0.0001445028,0.9386797,0.003131337,0.00387378,0.00004174751,0.0001541703,0.004065735],"genre_scores_gemma":[0.8470302,0.0003104071,0.001543182,0.1400935,0.0004560026,0.00003278882,0.0001753387,0.00006721746,0.01029145],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8005294,"threshold_uncertainty_score":0.9988563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356438040241686,"score_gpt":0.3316313165706669,"score_spread":0.31806693616825,"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."}}