{"id":"W2110957368","doi":"10.1186/s12887-015-0435-3","title":"Psychostimulant prescribing trends in a paediatric population in Ireland: a national cohort study","year":2015,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Health Research Board","keywords":"Medicine; Cohort; Cohort study; Pediatrics; Population; Family medicine; Environmental health; Internal medicine","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":[0.001371942,0.0002453138,0.0005515973,0.001101445,0.0004384803,0.0008020556,0.0006986277,0.0004502806,0.001435778],"category_scores_gemma":[0.001979266,0.0004752836,0.0009037714,0.001965422,0.0003560632,0.0007836677,0.0009079285,0.0008848128,0.0004623259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936635,"about_ca_system_score_gemma":0.001720443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07131065,"about_ca_topic_score_gemma":0.09272824,"domain_scores_codex":[0.9987947,0.0002005359,0.0001600645,0.000255899,0.0002948476,0.0002939867],"domain_scores_gemma":[0.9982981,0.00010652,0.0009139914,0.0001085323,0.0003164166,0.0002564229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003739888,0.0000313187,0.9981212,0.00002137405,0.00003299272,0.000100433,0.0001839144,0.00002601253,0.00005326816,0.000009251456,0.0003231902,0.001059598],"study_design_scores_gemma":[0.000004011839,0.00006268365,0.9988746,0.00002051465,0.00001338565,0.0002703288,0.0004085685,0.00004530695,0.00001649877,0.000003436184,0.0002767189,0.000003859172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964784,0.0002169239,0.00008182848,0.00009578733,0.000007468584,0.0000449902,0.002250276,0.000006059745,0.000818336],"genre_scores_gemma":[0.9966817,0.0004234879,0.0002710874,0.0001193059,0.00001282611,0.00008044922,0.002024024,0.000007673418,0.0003793381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07131065,"threshold_uncertainty_score":0.1417911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05944546299029647,"score_gpt":0.3343843529037518,"score_spread":0.2749388899134554,"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."}}