{"id":"W3040533931","doi":"10.1016/j.jmir.2020.06.005","title":"Perspective from a Patient Partner","year":2020,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Women's College Hospital","funders":"","keywords":"Health care; Medicine; Family medicine; Nursing","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":[0.007709435,0.0008578018,0.000782123,0.0009918083,0.01957206,0.01746757,0.002110545,0.01913842,0.06700667],"category_scores_gemma":[0.02087695,0.0005392755,0.0009131556,0.001208932,0.008075193,0.01253779,0.01761938,0.03706846,0.01094073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005108133,"about_ca_system_score_gemma":0.01600527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004586103,"about_ca_topic_score_gemma":0.01187684,"domain_scores_codex":[0.9865685,0.006831198,0.0003844206,0.001008151,0.001753219,0.003454528],"domain_scores_gemma":[0.972351,0.002900122,0.00113938,0.0005715817,0.00300582,0.02003205],"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":[0.00009278721,0.0003681327,0.004971283,0.0001610848,0.00005644303,0.01171708,0.01705075,0.0001645481,0.0002793328,0.1421599,0.7819029,0.04107571],"study_design_scores_gemma":[0.00005209239,0.0001729388,0.0009278883,0.0007602288,0.00003112098,0.01224923,0.06942904,0.0001264323,0.0001577505,0.03164295,0.8843606,0.00008978965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006116494,0.003265041,0.0006917681,0.9209263,0.009493429,0.00001518102,0.00005871116,0.00003093787,0.05940216],"genre_scores_gemma":[0.1402968,0.006247364,0.0008866055,0.7703893,0.008955116,0.00005259312,0.00008899182,0.000112336,0.07297089],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06700667,"threshold_uncertainty_score":0.2241597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06462992749530876,"score_gpt":0.4318705429709752,"score_spread":0.3672406154756664,"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."}}