{"id":"W2175252975","doi":"10.1111/add.13178","title":"The relationship between player losses and gambling‐related harm: evidence from nationally representative cross‐sectional surveys in four countries","year":2015,"lang":"en","type":"article","venue":"Addiction","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian National University","keywords":"Confidence interval; Demography; Harm; Psychology; Cross-sectional study; Medicine; Social psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009938478,0.0003109251,0.0006261088,0.001808267,0.0004106535,0.001162359,0.0008562481,0.0005887496,0.001075551],"category_scores_gemma":[0.03164306,0.0006791911,0.001306251,0.003182892,0.001085727,0.001009402,0.001639549,0.0008160213,0.0001548776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006256704,"about_ca_system_score_gemma":0.0008079249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.038377,"about_ca_topic_score_gemma":0.04376485,"domain_scores_codex":[0.9927655,0.00397958,0.0009456925,0.0009235508,0.0009875554,0.0003980191],"domain_scores_gemma":[0.965466,0.01363542,0.01415234,0.002046689,0.003781298,0.0009182729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000566076,0.00002004829,0.9956922,0.0001751714,0.0005165488,0.00001990503,0.0003147241,0.00009262496,0.0000122633,0.00005022459,0.0002191786,0.002830439],"study_design_scores_gemma":[0.000004217783,0.00002969313,0.9990344,0.0001026703,0.0001283298,0.00003448802,0.0003124244,0.0000764851,0.00001075264,0.00002517184,0.0002374921,0.000003924469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919008,0.003976336,0.000664751,0.0002830166,0.00003276229,0.00005037755,0.001710995,0.00000976972,0.001371225],"genre_scores_gemma":[0.9957409,0.002280103,0.0003444264,0.0001784387,0.0000101086,0.00005752033,0.001290653,0.000004300273,0.00009354697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.038377,"threshold_uncertainty_score":0.07630724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3303572595605691,"score_gpt":0.4613725759349867,"score_spread":0.1310153163744176,"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."}}