{"id":"W4403315382","doi":"10.1007/s11121-024-01736-0","title":"Fast Track Intervention Effects and Mechanisms of Action Through Established Adulthood","year":2024,"lang":"en","type":"article","venue":"Prevention Science","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Substance Abuse Prevention; Flinders University; National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Simon Fraser University; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Health psychology; Public health; Intervention (counseling); Psychology; Environmental health; Medicine; Clinical psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004479839,0.0005057209,0.0005190364,0.0007238504,0.0006145642,0.001268911,0.0007463639,0.0008685291,0.007804648],"category_scores_gemma":[0.008631928,0.0002406693,0.0009514967,0.0003778165,0.0006972373,0.001221086,0.001137492,0.0008077599,0.0002622633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099388,"about_ca_system_score_gemma":0.002588246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003338,"about_ca_topic_score_gemma":0.01376784,"domain_scores_codex":[0.9980781,0.0009350246,0.00007133581,0.000334317,0.0002355877,0.0003455562],"domain_scores_gemma":[0.9972563,0.001393348,0.0005818872,0.0001864869,0.0002127401,0.0003691678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003980347,0.01494963,0.147375,0.00497215,0.001979478,0.0004203024,0.006617336,0.002391113,0.003233125,0.03369933,0.007035135,0.773347],"study_design_scores_gemma":[0.004874566,0.02086051,0.8917487,0.006168949,0.003661468,0.000335831,0.003592666,0.003819645,0.007007633,0.02714194,0.03065087,0.0001372436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442424,0.01397813,0.009043519,0.005281275,0.0002570332,0.001466801,0.001283259,0.0002969849,0.02415062],"genre_scores_gemma":[0.9797775,0.00470384,0.01053055,0.0009771799,0.00008201638,0.001077169,0.0002338447,0.00001715461,0.002600737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01003338,"threshold_uncertainty_score":0.02610922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04556747308301357,"score_gpt":0.3868971651176129,"score_spread":0.3413296920345993,"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."}}