{"id":"W2052164592","doi":"10.1111/j.1360-0443.2011.03487.x","title":"NUTT ET AL.'S HARM SCALES FOR DRUGS-ROOM FOR IMPROVEMENT BUT BETTER POLICY BASED ON SCIENCE WITH LIMITATIONS THAN NO SCIENCE AT ALL","year":2011,"lang":"en","type":"letter","venue":"Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Ministry of Health; Simon Fraser University","funders":"","keywords":"Operationalization; Harm; Harm reduction; Context (archaeology); Psychology; Social psychology; Epistemology; Positive economics; Medicine; Public health; Economics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001024609,0.0004866806,0.0004307239,0.001263342,0.0007510134,0.0001355025,0.0005115904,0.0002583368,0.00003606002],"category_scores_gemma":[0.0006809502,0.0003883537,0.0001650729,0.0007477848,0.0009961379,0.0004423607,0.00009561601,0.0006791397,0.0001324641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304563,"about_ca_system_score_gemma":0.001560726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002718969,"about_ca_topic_score_gemma":0.00009516902,"domain_scores_codex":[0.9957653,0.00003553272,0.0004309546,0.001292069,0.001442464,0.00103374],"domain_scores_gemma":[0.9968852,0.000486716,0.0003768473,0.0009516895,0.001018381,0.0002811787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000582837,0.0002221841,0.0001026417,0.0001578803,0.00007673495,0.000008180658,0.001301126,0.00002042667,0.02027256,0.00009634809,0.9638829,0.01327622],"study_design_scores_gemma":[0.003133646,0.005095158,0.001336476,0.0004448029,0.0003885542,0.00001293009,0.0002931319,0.004967423,0.01999208,0.0001231607,0.9636081,0.0006044914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01989014,0.00002513625,0.0074359,0.950245,0.002071532,0.006747534,0.001645254,0.0003637054,0.01157576],"genre_scores_gemma":[0.05586202,0.00002425468,0.01042914,0.9195904,0.002390563,0.001933648,0.001837041,0.0001635246,0.007769404],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03597188,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06168725689197534,"score_gpt":0.3413720153666354,"score_spread":0.27968475847466,"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."}}