{"id":"W4294101017","doi":"10.1200/op.22.00503","title":"Virtual Tumor Board: Benefits, Problems, and Finding Balance in a Postpandemic Future","year":2022,"lang":"en","type":"letter","venue":"JCO Oncology Practice","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Balance (ability); Computer science; Business; Psychology","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":[0.002290262,0.0001805329,0.0002515928,0.0003776016,0.008729959,0.003592839,0.0009408838,0.01637822,0.01783492],"category_scores_gemma":[0.01113191,0.0002640744,0.000340063,0.00046676,0.00307339,0.003938801,0.002721924,0.01343772,0.001648117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027263,"about_ca_system_score_gemma":0.007653316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008785659,"about_ca_topic_score_gemma":0.04405662,"domain_scores_codex":[0.9979119,0.000645889,0.0001275336,0.0001460692,0.000462551,0.000706088],"domain_scores_gemma":[0.9923982,0.001674891,0.0004912841,0.0001286273,0.0005257523,0.004781222],"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":[0.00009304385,0.0003694417,0.02226755,0.00006513037,0.0000128752,0.02254222,0.003062626,0.0001910378,0.0004251954,0.01165047,0.8889238,0.05039675],"study_design_scores_gemma":[0.0001248801,0.0003530479,0.02026126,0.0005612539,0.00002592726,0.03115281,0.03919896,0.0008950621,0.0003597268,0.01837357,0.8886259,0.00006762585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01053351,0.0004474214,0.00007953054,0.9721037,0.002877837,0.000009102325,0.00001217803,0.00001229198,0.0139246],"genre_scores_gemma":[0.2530062,0.002410986,0.0008349345,0.6811507,0.01232858,0.00008077123,0.00005427282,0.00005742136,0.05007613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01783492,"threshold_uncertainty_score":0.05966377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901238860684248,"score_gpt":0.3638412598412784,"score_spread":0.3248288712344359,"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."}}