{"id":"W2047624020","doi":"10.1136/bmj.328.7448.1141","title":"Are we creating a health pariah class?","year":2004,"lang":"en","type":"article","venue":"BMJ","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pariah group; Quarter (Canadian coin); Nagging; Art; Advertising; Art history; Psychology; History; Political science; Law; Business; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.007565446,0.0008332883,0.0006928763,0.001252641,0.02346666,0.01628487,0.002421644,0.008466537,0.09370442],"category_scores_gemma":[0.01505531,0.0004868432,0.0008249316,0.0006937145,0.01382912,0.01418219,0.01587811,0.0203994,0.01895091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006236919,"about_ca_system_score_gemma":0.01873971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01550688,"about_ca_topic_score_gemma":0.02717572,"domain_scores_codex":[0.9917055,0.002237487,0.0001041831,0.0005590883,0.001172562,0.004221258],"domain_scores_gemma":[0.9757985,0.0007774243,0.0005788042,0.0005143969,0.001042766,0.02128806],"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":[0.0000471471,0.0004472162,0.004230469,0.0001394118,0.0000142416,0.0003665971,0.02111656,0.00002044124,0.0002573794,0.04478844,0.8484675,0.08010454],"study_design_scores_gemma":[0.00002554964,0.00009440273,0.003187706,0.0004372631,0.000008317265,0.0001564866,0.03956919,0.00001665266,0.00006978428,0.007674401,0.948736,0.00002434237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007581202,0.00311938,0.0004079983,0.8732396,0.02584008,0.00008249377,0.00009527393,0.000124206,0.08950979],"genre_scores_gemma":[0.1463599,0.007578199,0.00182782,0.5053246,0.01594681,0.0006188423,0.0002715713,0.0003912172,0.3216811],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09370442,"threshold_uncertainty_score":0.3134726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2044174779141459,"score_gpt":0.555683964151067,"score_spread":0.3512664862369211,"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."}}