{"id":"W4389212917","doi":"10.5114/ain.2023.131110","title":"Protective behavioral strategies associated with psychoactive substance use in different contexts and populations. A literature review","year":2023,"lang":"en","type":"review","venue":"Alcoholism and Drug Addiction","topic":"Psychology of Development and Education","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Psychoactive substance; Drug; Substance use; Psychology; Medicine; Psychiatry; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003206937,0.0004898178,0.001087629,0.0004255663,0.0001499137,0.0001377255,0.00009295773,0.0004122258,0.00002880438],"category_scores_gemma":[0.00003691266,0.0003653989,0.0000901262,0.0007569515,0.0001418229,0.0004639831,0.0000175418,0.0007186725,0.00001526983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136111,"about_ca_system_score_gemma":0.0000751024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000209308,"about_ca_topic_score_gemma":0.001595075,"domain_scores_codex":[0.99766,0.0005519797,0.0005583577,0.0007482811,0.0001585847,0.0003228399],"domain_scores_gemma":[0.9988592,0.0001909393,0.0005031795,0.0002616992,0.00009478012,0.00009020563],"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":[0.0002067968,0.0009582552,0.005326247,0.007073097,0.001106383,0.000127497,0.015987,1.06056e-7,2.997326e-7,0.002487979,0.02234348,0.9443828],"study_design_scores_gemma":[0.002109543,0.0002306379,0.6929122,0.2402318,0.002155695,0.0001992649,0.0008965272,6.703937e-7,8.105415e-8,0.00189161,0.05808655,0.001285384],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01186741,0.9844314,0.000008356514,0.0001060886,0.0008654818,0.002222849,0.0001504687,0.0001107681,0.0002371062],"genre_scores_gemma":[0.003197049,0.9928563,0.00001834772,0.00006331366,0.0001006327,0.001366651,0.001377049,0.00005595806,0.0009646901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9430975,"threshold_uncertainty_score":0.9998798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1178724448446123,"score_gpt":0.4043773664337715,"score_spread":0.2865049215891592,"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."}}