{"id":"W1574736356","doi":"10.1111/j.1360-0443.2005.01145.x","title":"AVOIDING SIMPLISTIC INTERPRETATIONS: COMMENT ON DEGENHARDT <i>Et al</i>. 2005","year":2005,"lang":"en","type":"letter","venue":"Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heroin; Harm reduction; Addiction; Possession (linguistics); Medicine; Psychiatry; Public health; Criminology; Environmental health; Drug; Business; Psychology","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004853878,0.0004727822,0.0005333052,0.0004336602,0.0002374275,0.00006398092,0.0001720415,0.0004849778,0.001093829],"category_scores_gemma":[0.0004701964,0.0004593321,0.0001919468,0.0001810414,0.00006122795,0.0001442234,0.00005584303,0.003855906,0.002541699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00081489,"about_ca_system_score_gemma":0.000116958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006065652,"about_ca_topic_score_gemma":0.00002312436,"domain_scores_codex":[0.9971684,0.0003316169,0.0005977978,0.000646977,0.0007200309,0.0005351952],"domain_scores_gemma":[0.9980831,0.0006981679,0.0002868159,0.0006593393,0.0001236581,0.0001489834],"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":[0.00006874894,0.000108579,0.00001251558,0.00005602941,0.0002091339,0.0001424761,0.0007838852,0.00007326339,0.0001431156,0.0000319667,0.977021,0.02134926],"study_design_scores_gemma":[0.0007548392,0.0003217966,0.00007668026,0.0009769066,0.0004583969,0.0001198251,0.0003266165,0.000990278,0.0002592744,0.00003068114,0.995333,0.0003517726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002530622,0.0005385273,0.003105324,0.9706743,0.001324694,0.0008826639,0.0002677202,0.0003968295,0.02255684],"genre_scores_gemma":[0.01370811,0.0005953775,0.0004695246,0.9707884,0.00291111,0.0001802638,0.004809605,0.0001548935,0.006382762],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02099749,"threshold_uncertainty_score":0.9998193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073572360672864,"score_gpt":0.342509106578308,"score_spread":0.3017733829715794,"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."}}