{"id":"W4399358434","doi":"10.1177/10806032241260347","title":"In Reply to Dr Gupta et al","year":2024,"lang":"en","type":"letter","venue":"Wilderness and Environmental Medicine","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002208531,0.0003611238,0.0007305983,0.000226911,0.00003817558,0.00000603625,0.0001065589,0.0003688041,0.0007048941],"category_scores_gemma":[0.00002585047,0.0002592037,0.0000558975,0.0001023327,0.0004793548,0.00006048472,0.000086929,0.00162864,0.00008698158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396161,"about_ca_system_score_gemma":0.00002657153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007632426,"about_ca_topic_score_gemma":0.000005089561,"domain_scores_codex":[0.9982012,0.00005147035,0.0003720821,0.0006838851,0.0003505049,0.0003408954],"domain_scores_gemma":[0.9993037,0.0001266873,0.00006260235,0.0003715328,0.000002214837,0.0001332753],"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":[0.00009852232,0.00005108447,0.001462441,0.0001464639,0.00007121906,0.004451032,0.0006114458,0.000001545603,0.0005419762,0.00001674019,0.9868873,0.005660227],"study_design_scores_gemma":[0.00144226,0.0008326611,0.002624196,0.0009872315,0.000102422,0.000896754,0.000156853,0.0000220171,0.00002117493,0.0002820932,0.9923846,0.0002476981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004563366,0.01101322,0.0001224262,0.9807321,0.001671034,0.0004926318,0.00002730761,0.00003458254,0.00134329],"genre_scores_gemma":[0.00225939,0.007694473,0.0002370057,0.9636594,0.003105285,0.00007423809,0.0002533385,0.00008207494,0.0226348],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02129151,"threshold_uncertainty_score":0.999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222143708606707,"score_gpt":0.3312513527702201,"score_spread":0.3190299156841531,"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."}}