{"id":"W2129602654","doi":"10.1002/mpr.243","title":"Key future research questions on mediators and moderators of behaviour change processes for substance abuse","year":2008,"lang":"en","type":"article","venue":"International Journal of Methods in Psychiatric Research","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"Bundesministerium für Bildung und Forschung","keywords":"Psychology; Key (lock); Substance abuse; Substance use; Developmental psychology; Psychotherapist; Clinical psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.005925252,0.0001263289,0.0002704157,0.001683273,0.000199414,0.00002809242,0.0005698172,0.0001582247,0.00005179366],"category_scores_gemma":[0.0004442482,0.0001045216,0.0001037219,0.001047817,0.0002338894,0.0001330195,0.00002542309,0.0009337035,0.000003284482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314121,"about_ca_system_score_gemma":0.0003023876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004246282,"about_ca_topic_score_gemma":0.00004137771,"domain_scores_codex":[0.9965557,0.0009222775,0.0007242797,0.0002811813,0.001158134,0.0003584333],"domain_scores_gemma":[0.9955603,0.00134729,0.0002434943,0.0001348734,0.002564609,0.0001494144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005807693,0.004968876,0.6999691,0.0003517504,0.0004658867,0.0001428452,0.06752643,0.0000212229,0.0002908533,0.07483621,0.03855529,0.1070638],"study_design_scores_gemma":[0.003480635,0.0008410178,0.9381924,0.00060233,0.00001275111,0.000134009,0.003272175,0.00001234669,0.000185826,0.03159389,0.02144267,0.000229914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740725,0.009157091,0.001778388,0.008203732,0.005322597,0.0005262499,0.00004903629,0.000007177418,0.0008832639],"genre_scores_gemma":[0.9089877,0.02678923,0.05852153,0.0001927537,0.004962766,0.0001091792,0.000008581115,0.00003657043,0.0003917189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382233,"threshold_uncertainty_score":0.4262266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2452525072458619,"score_gpt":0.5466226709670459,"score_spread":0.301370163721184,"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."}}