{"id":"W2280945595","doi":"10.1111/add.13318","title":"Building social and population science in alcohol and other drug studies","year":2016,"lang":"en","type":"editorial","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd","keywords":"Government (linguistics); Curriculum; Population; Public relations; Addiction; Politics; Social work; Medicine; Medical education; Political science; Sociology; Law; Psychiatry; Environmental health","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2426145,0.00221835,0.004795658,0.01924317,0.01135398,0.02449229,0.006662096,0.01727671,0.02417857],"category_scores_gemma":[0.2077646,0.00196424,0.004025151,0.007456284,0.06012914,0.03988365,0.04071587,0.03368106,0.01136097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01773071,"about_ca_system_score_gemma":0.0693017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0149387,"about_ca_topic_score_gemma":0.02120354,"domain_scores_codex":[0.8920004,0.07515532,0.004788345,0.006625354,0.017682,0.003748577],"domain_scores_gemma":[0.4907475,0.4096528,0.008784191,0.0314085,0.03560001,0.02380711],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005446454,0.0007011512,0.006456118,0.003247134,0.0002976971,0.0003439935,0.01684824,0.001470676,0.0003920824,0.5427374,0.1946118,0.2328392],"study_design_scores_gemma":[0.00004231294,0.0001244945,0.003704165,0.004929788,0.000055678,0.0001137293,0.004196594,0.0005470013,0.0003027304,0.4409806,0.5449145,0.00008841789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002784251,0.05346459,0.05523602,0.8017308,0.02010551,0.0007066472,0.000490596,0.0005424264,0.06493921],"genre_scores_gemma":[0.1550447,0.1338955,0.2394002,0.3746082,0.06636819,0.003338376,0.001460842,0.0013497,0.02453426],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7573855,"threshold_uncertainty_score":0.9339912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066738235609332,"score_gpt":0.3642444825190748,"score_spread":0.3335771001629815,"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."}}