{"id":"W4404237398","doi":"10.17951/en.2024.9.439-453","title":"Logoprophylaxis vs. Prevention of Risk Behavior and Addiction","year":2024,"lang":"en","type":"article","venue":"Annales Universitatis Mariae Curie-Sklodowska sectio N Educatio Nova","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Capital Commission","funders":"","keywords":"Addiction; Psychology; Medicine; Psychiatry","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":[0.000676951,0.0002294472,0.0002861335,0.0007888869,0.000520856,0.001474022,0.0003019034,0.0009072864,0.00193174],"category_scores_gemma":[0.001417254,0.00007773763,0.0002407399,0.0003971726,0.004030066,0.001134446,0.001738337,0.001271826,0.0001532332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200713,"about_ca_system_score_gemma":0.001609936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161657,"about_ca_topic_score_gemma":0.001222786,"domain_scores_codex":[0.9993442,0.0003772413,0.0000294941,0.0000548713,0.0001323784,0.00006182775],"domain_scores_gemma":[0.9988402,0.0008283783,0.0001656398,0.00003552698,0.00004496233,0.00008532636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004520685,0.0009075138,0.01522216,0.00363935,0.00007098047,0.001163025,0.00987484,0.0004752324,0.002574051,0.511539,0.004614627,0.449467],"study_design_scores_gemma":[0.000205831,0.002458838,0.1134539,0.009633977,0.0003361966,0.01383581,0.02362309,0.001886571,0.004460089,0.3336247,0.4963443,0.0001366092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2611114,0.3922095,0.01447098,0.08624599,0.001936849,0.0001411918,0.00008805578,0.00008573547,0.2437103],"genre_scores_gemma":[0.8854277,0.09443585,0.003693585,0.004017712,0.0007594336,0.0001216203,0.00002846127,0.00001516692,0.01150058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00193174,"threshold_uncertainty_score":0.008711874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04979941472677346,"score_gpt":0.3998006791646577,"score_spread":0.3500012644378843,"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."}}