{"id":"W3002252302","doi":"10.1111/add.14982","title":"Reaching out to big losers leads to sustained reductions in gambling over 1 year: a randomized controlled trial of brief motivational contact","year":2020,"lang":"en","type":"article","venue":"Addiction","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Randomized controlled trial; Psychological intervention; Observational study; Psychology; Intervention (counseling); Medicine; Physical therapy; Demography; Psychiatry; Internal medicine","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":[0.002674977,0.001621618,0.002750187,0.0009490779,0.0007782002,0.001034831,0.001407587,0.00253188,0.01040253],"category_scores_gemma":[0.005527327,0.0007576726,0.002502854,0.0006309135,0.001370077,0.00112692,0.0008052764,0.002740163,0.0008665806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056656,"about_ca_system_score_gemma":0.001673673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007638,"about_ca_topic_score_gemma":0.003794583,"domain_scores_codex":[0.9977718,0.001218762,0.0002068725,0.000358441,0.0001973676,0.0002468138],"domain_scores_gemma":[0.9975447,0.0009775513,0.0005760195,0.0001631477,0.0001100158,0.000628589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9467443,0.0294071,0.0003346331,0.001456406,0.0008938692,0.00003368696,0.00009578921,0.0002166032,0.0007320701,0.00008488162,0.0004138882,0.01958685],"study_design_scores_gemma":[0.9390374,0.05863202,0.001193462,0.00008867728,0.0003511918,0.00001229573,0.00003139052,0.0002407732,0.0001484596,0.000078997,0.0001757615,0.000009644006],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805258,0.002612051,0.0008398778,0.0006475279,0.0008781788,0.01245936,0.0004652247,0.0002211158,0.001350909],"genre_scores_gemma":[0.9650266,0.00203869,0.003498979,0.0007428459,0.0005855216,0.02548141,0.00033402,0.00002221761,0.002269726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040253,"threshold_uncertainty_score":0.03479993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07468771632789352,"score_gpt":0.370428920734162,"score_spread":0.2957412044062685,"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."}}