{"id":"W4226071548","doi":"10.1080/24740527.2022.2063113","title":"Patient satisfaction with virtual evaluation, diagnosis, and treatment of CRPS","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Pain Management and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Physical Medicine and Rehabilitation; McMaster University; Dalhousie University; University of British Columbia","funders":"","keywords":"Patient satisfaction; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005397121,0.00006680114,0.0001503267,0.0002163931,0.00009819048,0.000006584942,0.0000146823,0.0000105669,0.0004173534],"category_scores_gemma":[0.00005281205,0.00005012475,0.00003713655,0.00009871634,0.00003040413,0.00003271641,0.000002752481,0.0000426486,4.549977e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006224425,"about_ca_system_score_gemma":0.0005557593,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004476518,"about_ca_topic_score_gemma":0.02111516,"domain_scores_codex":[0.9992027,0.0002094681,0.000175767,0.00006612673,0.0002490791,0.00009682154],"domain_scores_gemma":[0.9994061,0.00006579259,0.0001453581,0.0000743198,0.00009335642,0.0002150594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006775555,0.00009007518,0.7256991,0.000005359533,0.0002136462,0.0001847897,0.001097643,0.0002279736,0.00001088937,0.00006683335,0.001642962,0.270693],"study_design_scores_gemma":[0.004914305,0.02190716,0.9375765,0.0000789738,0.0006849733,0.0001461172,0.004159434,0.0004237359,0.0001275566,0.000113415,0.02976611,0.000101666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969027,0.001232919,0.00004764568,0.001223778,0.00006936927,0.0003219153,0.00001107718,0.000001533474,0.0001890725],"genre_scores_gemma":[0.9994947,0.00007234331,0.0001383642,0.0001407165,0.00003124716,0.00004143026,0.000007742286,0.0000064954,0.00006697267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2705913,"threshold_uncertainty_score":0.996747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951110573428205,"score_gpt":0.2463700586582077,"score_spread":0.2268589529239256,"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."}}