{"id":"W4255615024","doi":"10.1503/cmaj.180957","title":"Pain warrior","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neoprene; Medicine; Art; Visual arts; Dermatology; Materials science; Natural rubber","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002687759,0.0000646527,0.0001151457,0.0001344201,0.0004005193,0.0001019689,0.000167263,0.0001366776,0.2549044],"category_scores_gemma":[0.001527162,0.00005565091,0.0000600588,0.00005449748,0.00005112596,0.0001556073,0.000004934369,0.0006659708,0.003246177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005014246,"about_ca_system_score_gemma":0.001453068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222479,"about_ca_topic_score_gemma":0.03753329,"domain_scores_codex":[0.9983548,0.0001540605,0.0002867407,0.00008059751,0.0008296553,0.0002941798],"domain_scores_gemma":[0.9985376,0.0001572211,0.000112617,0.00006558139,0.0002880527,0.0008389254],"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":[0.000001101114,0.0000113944,0.003531373,0.000004404611,0.00002816092,0.00003541886,0.00255679,2.860258e-7,0.000001086251,0.07516473,0.892932,0.02573325],"study_design_scores_gemma":[0.0002192206,0.00003188666,0.0003706705,0.00002472598,0.000003740029,0.00001339681,0.001020896,0.0001088562,3.807685e-7,0.000613064,0.9975163,0.00007680528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08814806,0.0001834961,0.0001048344,0.08448571,0.0103323,0.0001727604,0.00004681656,0.00005767512,0.8164684],"genre_scores_gemma":[0.7946702,0.00001509816,0.00003598538,0.09619189,0.008073118,0.000005886675,0.00003151008,0.00001936951,0.1009569],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7155114,"threshold_uncertainty_score":0.9975299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117502742228433,"score_gpt":0.1924556682199869,"score_spread":0.1812806407977026,"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."}}