{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001321872,0.0003607307,0.0008973567,0.0004832597,0.0001873878,0.00001980352,0.0001587934,0.0006567272,0.0008027692],"category_scores_gemma":[0.0009414725,0.0003491119,0.00005868473,0.0004003669,0.00007743483,0.0002999011,0.0001693543,0.005665829,0.00002624398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00091855,"about_ca_system_score_gemma":0.00091523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005763704,"about_ca_topic_score_gemma":0.00019512,"domain_scores_codex":[0.9966292,0.0006172576,0.0008224346,0.0006953413,0.0005568886,0.0006788779],"domain_scores_gemma":[0.9966067,0.001874539,0.0009248762,0.0003425451,0.0001164112,0.0001349057],"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":[0.0008275489,0.0001791515,0.01470934,0.000573692,0.000124529,0.004647559,0.001403052,0.000002489772,0.00004204711,0.00009209217,0.9542532,0.0231453],"study_design_scores_gemma":[0.004550453,0.004043114,0.008874381,0.0001496056,0.000423961,0.004536059,0.002773708,0.00002411765,0.000003103293,0.00002229204,0.9743308,0.0002683918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03053639,0.003398894,0.000008614827,0.9602954,0.00141994,0.00164769,0.00008151203,0.00007598275,0.002535607],"genre_scores_gemma":[0.004001788,0.002915681,0.001673153,0.9822179,0.006435062,0.0004447766,0.001257011,0.00008304742,0.0009715843],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02653461,"threshold_uncertainty_score":0.9998961,"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."}}