{"id":"W2032161366","doi":"10.1001/jama.2009.247","title":"The Art of Pimping","year":2009,"lang":"en","type":"article","venue":"JAMA","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003674442,0.00003004177,0.00008188094,0.00003577633,0.00005427641,0.0000219593,0.00009702039,0.00002275753,0.00002911629],"category_scores_gemma":[0.00009222923,0.00002615868,0.00003222118,0.00007071762,0.00001200522,0.00004957378,0.0000125173,0.00004509834,0.0002978428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001655146,"about_ca_system_score_gemma":0.0000044854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543932,"about_ca_topic_score_gemma":0.00002113493,"domain_scores_codex":[0.9995751,0.000004598819,0.0002172554,0.00007202839,0.00001196166,0.0001190473],"domain_scores_gemma":[0.999692,0.00002601931,0.00009236753,0.0001584812,0.000008535277,0.00002262502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002662461,0.000008838147,0.0003691131,0.000005084535,0.000004284293,2.938371e-7,0.00009111076,0.000003595882,0.000001950795,0.9267519,0.01382543,0.05893572],"study_design_scores_gemma":[0.0001155996,0.00003024842,0.03470711,0.000004282916,4.255298e-7,2.395917e-7,0.00001835082,0.0001611773,0.00004171684,0.08721276,0.8776758,0.00003226014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04365974,0.00190008,0.002592338,0.2261822,0.0003943307,0.0002094072,0.00002073602,0.00003276729,0.7250084],"genre_scores_gemma":[0.9938217,0.0002495715,0.0001741552,0.002904628,0.00009576208,0.000002657316,8.433965e-7,0.000002427152,0.002748236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.950162,"threshold_uncertainty_score":0.3828266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791503536119657,"score_gpt":0.270580106315134,"score_spread":0.2226650709539374,"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."}}