{"id":"W4404412739","doi":"10.4309/fqqz7208","title":"A Systematic Review of Gambling Amongst Elite Athletes With A Focus On Females","year":2024,"lang":"en","type":"review","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Elite athletes; Athletes; Elite; Psychology; Humanities; Political science; Physical therapy; Medicine; Art","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":[0.002088327,0.0009960898,0.007091671,0.00140352,0.00007528972,0.0001573302,0.0007740706,0.0004074431,0.0001294471],"category_scores_gemma":[0.0004094797,0.0005625333,0.002061169,0.001079786,0.0001129187,0.0001385818,0.00007379874,0.001224406,0.0003398171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002009384,"about_ca_system_score_gemma":0.0002500706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003821651,"about_ca_topic_score_gemma":0.000004157634,"domain_scores_codex":[0.9933205,0.0007158224,0.00364736,0.0005843178,0.001205959,0.0005260186],"domain_scores_gemma":[0.9930819,0.0006582679,0.004439472,0.0009843224,0.0006139597,0.0002220788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004717802,0.0004280467,0.0000270292,0.9491417,0.003872921,0.001464827,0.0005750832,4.123235e-7,4.985141e-7,0.0002379787,0.0005647134,0.0436396],"study_design_scores_gemma":[0.0004006267,0.001090129,0.000006511525,0.9305193,0.02991962,0.001336114,0.0001551824,3.187691e-7,0.000003452013,0.00004463479,0.03609586,0.0004281997],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001672862,0.9962134,0.00001228051,0.00008876762,0.001015021,0.001582241,0.00004911543,0.00006230146,0.0008095851],"genre_scores_gemma":[0.0003315561,0.9965536,0.000515562,0.00004138858,0.000458146,0.0001391057,0.00001907127,0.0002119223,0.001729671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0432114,"threshold_uncertainty_score":0.9996826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3343166145713151,"score_gpt":0.4937432416552321,"score_spread":0.159426627083917,"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."}}