{"id":"W3207831226","doi":"10.1111/add.15692","title":"Commentary on Di Castelnuovo et al: Implications of using low volume drinkers instead of never drinkers as the reference group","year":2021,"lang":"en","type":"letter","venue":"Addiction","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Cohort; Psychology; Observational study; Alcohol consumption; Skepticism; Medicine; Cohort study; Alcohol; Social psychology; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01770303,0.001944213,0.003490697,0.001873741,0.005754062,0.006023139,0.01190802,0.06320782,0.01317602],"category_scores_gemma":[0.1389825,0.001690657,0.003734987,0.002164475,0.006995792,0.008412695,0.004533987,0.07043926,0.01455251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007129127,"about_ca_system_score_gemma":0.01269706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0227031,"about_ca_topic_score_gemma":0.01944925,"domain_scores_codex":[0.9854219,0.005151687,0.001931563,0.002184104,0.004380563,0.0009301635],"domain_scores_gemma":[0.9227401,0.05092301,0.003068626,0.001855343,0.01725701,0.004155888],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003005907,0.000005734117,0.0000524161,0.0001278023,0.00001290495,0.00006402647,0.00008322267,0.00001453671,0.00001778222,0.0005500106,0.9976271,0.001414381],"study_design_scores_gemma":[0.0001869735,0.00005279994,0.0006453434,0.002322742,0.00008922512,0.0005702465,0.0006480243,0.0001941232,0.0002735365,0.007351143,0.9875267,0.0001390121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006981843,0.001957386,0.00007988249,0.9109029,0.08628183,0.00002134465,0.000225376,0.00003430207,0.0004271716],"genre_scores_gemma":[0.0006188278,0.0009764539,0.0001097605,0.9509771,0.04604791,0.00006093389,0.00004237129,0.00003484683,0.001131767],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9822969,"threshold_uncertainty_score":0.09362376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09581202625966656,"score_gpt":0.3697991888360851,"score_spread":0.2739871625764186,"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."}}