{"id":"W1991976726","doi":"10.1111/j.1475-6773.2006.00599.x","title":"Treatment for ADHD: Is More Complex Treatment Cost‐Effective for More Complex Cases?","year":2006,"lang":"en","type":"article","venue":"Health Services Research","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"National Institute of Mental Health","keywords":"Medicine; MEDLINE; Computer science; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004501441,0.000392354,0.0008734409,0.0003844705,0.0008811374,0.00007203255,0.0001553334,0.0001563013,0.0003283985],"category_scores_gemma":[0.0000277454,0.0003156775,0.0003236012,0.000490965,0.0001642443,0.0001275956,0.00005792942,0.0001883549,0.0001029051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189729,"about_ca_system_score_gemma":0.0005528774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02749612,"about_ca_topic_score_gemma":0.004629388,"domain_scores_codex":[0.9963236,0.0002407794,0.0005323343,0.0008329962,0.0007556395,0.001314682],"domain_scores_gemma":[0.9963502,0.00138418,0.0002303003,0.0006889644,0.0009038997,0.000442445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02873202,0.03585174,0.1166345,0.03002238,0.002779961,0.0005494616,0.04719315,0.0006789727,0.007717947,0.002737432,0.06087374,0.6662287],"study_design_scores_gemma":[0.02629396,0.01691589,0.2175791,0.0003756094,0.000205612,0.0002471011,0.02895187,0.0489605,0.0004998427,0.000243417,0.6592183,0.0005087886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158917,0.00151343,0.0004878695,0.04612315,0.0001083518,0.03295011,0.002046035,0.0001769106,0.0007024094],"genre_scores_gemma":[0.975098,0.0002261506,0.002389614,0.002369598,0.0006115279,0.01161693,0.003762675,0.0001176629,0.003807863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6657199,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2911635085317107,"score_gpt":0.5466973081413986,"score_spread":0.2555337996096879,"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."}}