{"id":"W4403410455","doi":"10.1016/j.jtho.2024.09.016","title":"PL02.14 Triaging ILST Screening Participants at Program Entry: Comparative Performance of PanCan versus LungRADSv1.1 Protocol","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Brock University","funders":"","keywords":"Medicine; Protocol (science); Pathology; Alternative medicine","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":[0.02074874,0.001641378,0.002000563,0.001528878,0.002425338,0.002336784,0.003211435,0.002991358,0.06433158],"category_scores_gemma":[0.02419573,0.001231393,0.002394293,0.001487671,0.001447363,0.001365819,0.002347092,0.004076074,0.01227869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003790096,"about_ca_system_score_gemma":0.01379319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974838,"about_ca_topic_score_gemma":0.004988668,"domain_scores_codex":[0.9896214,0.006837363,0.001110184,0.0007060478,0.0008216162,0.0009033823],"domain_scores_gemma":[0.989615,0.002284462,0.002047026,0.001638131,0.00243458,0.001980861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7956894,0.02292663,0.01383107,0.006369063,0.001142659,0.0001028343,0.0005759305,0.001836766,0.001806545,0.003290571,0.05557408,0.0968544],"study_design_scores_gemma":[0.6347255,0.137848,0.08297001,0.00811455,0.002378251,0.0002474021,0.001064272,0.00404303,0.004780271,0.004312275,0.1192616,0.0002548486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.03619965,0.0004597904,0.004310063,0.001200748,0.0005018517,0.9157277,0.02633578,0.0004057973,0.01485865],"genre_scores_gemma":[0.03212444,0.0003054139,0.005328813,0.0009278387,0.0001568517,0.9505845,0.007371234,0.00005470118,0.003146189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06433158,"threshold_uncertainty_score":0.2152106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1746941991570953,"score_gpt":0.5622088168261614,"score_spread":0.3875146176690661,"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."}}