{"id":"W4403293684","doi":"10.1080/14927713.2024.2410163","title":"Leisure activities, substance use and psychological health among Hungarian adolescents","year":2024,"lang":"en","type":"article","venue":"Leisure/Loisir","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Substance use; Psychology; Clinical psychology; Environmental health; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006746754,0.0004473045,0.0005786312,0.000197016,0.0002789927,0.0003345096,0.0002587052,0.0005256428,0.0004541037],"category_scores_gemma":[0.0000426247,0.0003777955,0.0001660774,0.0004760991,0.0003117292,0.000442913,0.00004239788,0.001195725,0.0003301801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223547,"about_ca_system_score_gemma":0.00002854438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006095944,"about_ca_topic_score_gemma":0.0004354053,"domain_scores_codex":[0.9963059,0.000614294,0.0005379015,0.001295132,0.0003698955,0.0008769077],"domain_scores_gemma":[0.9984698,0.0002755763,0.0001547888,0.0006670397,0.00003451129,0.0003982327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003017469,0.0004948671,0.8930783,0.000175701,0.0001692141,0.0002979213,0.002081188,0.000005479897,0.0005312355,0.0150253,0.03280804,0.05503105],"study_design_scores_gemma":[0.0007199777,0.0004922923,0.9525561,0.0004146258,0.00002641627,0.0001301724,0.0002163505,0.00003257461,0.00002862336,0.001008541,0.04395499,0.0004193482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983266,0.002489857,0.0009813766,0.00131813,0.003691452,0.0005608188,0.00006140515,0.0008089243,0.006822065],"genre_scores_gemma":[0.9944143,0.0003336808,0.0001880279,0.0006220649,0.000650655,0.00006867613,0.00003518083,0.00006746793,0.003619956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05947783,"threshold_uncertainty_score":0.9998674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06051822431905314,"score_gpt":0.3445740820314661,"score_spread":0.284055857712413,"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."}}