{"id":"W2760958143","doi":"10.1080/24740527.2017.1378568","title":"Learning from our mistakes","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Fibromyalgia; Humanities; Psychology; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01508677,0.001769407,0.00131339,0.001436153,0.00656965,0.01136081,0.002781422,0.009871813,0.02808361],"category_scores_gemma":[0.1252317,0.0005698468,0.001457257,0.001003393,0.007830371,0.01229579,0.006581801,0.03120641,0.03846871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00301563,"about_ca_system_score_gemma":0.00836041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003035699,"about_ca_topic_score_gemma":0.006113514,"domain_scores_codex":[0.9847341,0.004660639,0.001058158,0.002003239,0.006126131,0.001417807],"domain_scores_gemma":[0.9086715,0.01614361,0.005059879,0.007557017,0.04818118,0.01438684],"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":[0.00001348373,0.00001622429,0.0001418647,0.00005420602,0.00001061059,0.0001927567,0.0006809071,0.00001754563,0.00007665225,0.002672059,0.9803451,0.01577865],"study_design_scores_gemma":[0.00001148197,0.00002601763,0.000153094,0.0004035779,0.00001237577,0.0009645748,0.002097967,0.00006390562,0.0001482152,0.00798316,0.9880996,0.00003602227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004780653,0.006510985,0.002482333,0.7016455,0.2804127,0.00002607566,0.00008730885,0.0003809183,0.007976132],"genre_scores_gemma":[0.009080759,0.00574821,0.00460708,0.845553,0.07765488,0.00006680376,0.0001065751,0.0004189856,0.05676363],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02808361,"threshold_uncertainty_score":0.09394896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04350759185910821,"score_gpt":0.3015883780345812,"score_spread":0.258080786175473,"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."}}