{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004037032,0.001310947,0.001932843,0.001291472,0.007343904,0.007252804,0.00331771,0.1216213,0.01327469],"category_scores_gemma":[0.03596875,0.001536461,0.001905147,0.00129285,0.004691768,0.004651737,0.003905428,0.07877701,0.009983424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006947818,"about_ca_system_score_gemma":0.006990483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00862939,"about_ca_topic_score_gemma":0.01635096,"domain_scores_codex":[0.9952117,0.001043892,0.0005359445,0.0006675512,0.001254156,0.00128686],"domain_scores_gemma":[0.9885285,0.005696802,0.001070841,0.0003683418,0.002014766,0.002320745],"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":[0.0000209727,0.00001266685,0.0003279757,0.00003840387,0.00001358012,0.001883887,0.0001393344,0.00003417213,0.00005651425,0.001160213,0.9941536,0.002158763],"study_design_scores_gemma":[0.0001169112,0.00005732958,0.001196068,0.0004721326,0.00007091082,0.003403307,0.001086634,0.0003186318,0.0001988635,0.007123665,0.9858656,0.00009004066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001857679,0.0007833365,0.00004269203,0.9645493,0.03270616,0.00001002192,0.00002622145,0.00001484683,0.001681693],"genre_scores_gemma":[0.001104246,0.0004441184,0.0000540104,0.960906,0.03377028,0.00001969275,0.00001494389,0.00001285898,0.003673881],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1216213,"threshold_uncertainty_score":0.05041015,"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."}}