{"id":"W2621196105","doi":"10.3899/jrheum.170357","title":"Dr. Barber replies","year":2017,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002967069,0.0005556921,0.001000954,0.0007344186,0.007187909,0.003488122,0.001372733,0.03264797,0.02050105],"category_scores_gemma":[0.02275285,0.0005303047,0.0008364915,0.0005438484,0.00206545,0.003076145,0.00169745,0.02686272,0.01163095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003390041,"about_ca_system_score_gemma":0.005793426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01723709,"about_ca_topic_score_gemma":0.03330155,"domain_scores_codex":[0.9972994,0.0006402318,0.0002269651,0.0003392266,0.0008470634,0.0006471253],"domain_scores_gemma":[0.9927368,0.00257096,0.000434839,0.000182479,0.002029898,0.002045072],"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":[0.00002648465,0.00002184799,0.0008975912,0.00002236572,0.000005476023,0.001245936,0.0002613455,0.00003061711,0.00008801358,0.001382715,0.9913213,0.004696408],"study_design_scores_gemma":[0.00002978002,0.00005408055,0.001409694,0.0002655672,0.00001523254,0.002344865,0.002526839,0.000270533,0.0002290307,0.003513854,0.9892871,0.00005345528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005865631,0.0006526679,0.00005947876,0.9831356,0.008776009,0.000009715588,0.00004502908,0.00004638833,0.006688468],"genre_scores_gemma":[0.005893433,0.0005833778,0.0001671604,0.958076,0.005053525,0.0000240731,0.00003468508,0.00003935176,0.03012831],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03264797,"threshold_uncertainty_score":0.06858283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211799845474031,"score_gpt":0.4371551151259112,"score_spread":0.3159751305785081,"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."}}