{"id":"W4293563317","doi":"10.1016/j.joclim.2022.100167","title":"Virtual interviews: Less carbon, less bias?","year":2022,"lang":"en","type":"article","venue":"The Journal of Climate Change and Health","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Sunnybrook Health Science Centre; Sinai Health System; University of Toronto; Health Sciences Centre; Ottawa Hospital","funders":"","keywords":"Interview; Phone; Medical education; Psychology; Process (computing); Health care; Protocol (science); Public relations; Medicine; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004081888,0.0001257687,0.0005304164,0.0001906882,0.0003761189,0.00001353464,0.0001410327,0.00003229492,0.00006549605],"category_scores_gemma":[0.00003790003,0.0000791469,0.00008332717,0.0001939787,0.00004641061,0.00006966913,0.0001527524,0.0006517818,0.000001361314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003215013,"about_ca_system_score_gemma":0.0004673168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631909,"about_ca_topic_score_gemma":0.0006576791,"domain_scores_codex":[0.9981414,0.0003631253,0.000593105,0.0000927752,0.0004122323,0.000397366],"domain_scores_gemma":[0.9986171,0.0001500934,0.000574694,0.0001900234,0.0001011979,0.0003669201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003192065,0.0005663738,0.05498378,0.003101026,0.0001386569,0.0002691058,0.1182566,0.000008754984,0.0001765479,0.001107965,0.007777464,0.8104216],"study_design_scores_gemma":[0.01238042,0.03705458,0.5448731,0.004116063,0.0006223597,0.01134217,0.216491,0.0007802368,0.0001287903,0.0009497518,0.1705412,0.0007203277],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8429567,0.01502935,0.00001074112,0.1408999,0.0004907169,0.0003400881,0.00002374708,0.00001249536,0.0002363027],"genre_scores_gemma":[0.9066581,0.05722641,0.000008572307,0.03525421,0.000779981,0.00000706125,0.000003914816,0.00001942714,0.00004236076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8097013,"threshold_uncertainty_score":0.3227517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.460091940530726,"score_gpt":0.4565012575581381,"score_spread":0.003590682972587855,"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."}}