{"id":"W4408540885","doi":"10.18060/28651","title":"Authors' Reply to Rife et al.","year":2025,"lang":"en","type":"article","venue":"Hypothesis Research Journal for Health Information Professionals","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Philosophy","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":[0.01349842,0.0009889543,0.002018586,0.001614728,0.003451266,0.004835021,0.004155762,0.04697929,0.01632793],"category_scores_gemma":[0.1175375,0.0009879034,0.001845675,0.001181694,0.005164857,0.00481265,0.003055297,0.04675476,0.01277093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003220015,"about_ca_system_score_gemma":0.005746859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003201489,"about_ca_topic_score_gemma":0.003220826,"domain_scores_codex":[0.9917881,0.002573848,0.001201413,0.001014865,0.002656193,0.0007656009],"domain_scores_gemma":[0.933302,0.04192815,0.002805417,0.001984077,0.01640428,0.003576151],"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":[0.00004486005,0.00001086524,0.0001516551,0.00006818575,0.00001735527,0.0001389582,0.00008755382,0.00001411381,0.00003106174,0.0006392719,0.9968684,0.001927621],"study_design_scores_gemma":[0.0002395377,0.00007591762,0.001189302,0.0006575864,0.0001061539,0.001303109,0.0009244863,0.0001812039,0.0005365902,0.0073327,0.9873125,0.0001408839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001149817,0.0009686024,0.00004859825,0.9365059,0.0618602,0.000006692205,0.00006866504,0.00002241906,0.0004039358],"genre_scores_gemma":[0.001580555,0.0009341215,0.0001282316,0.940984,0.05415887,0.00003500969,0.00004495633,0.00002326042,0.002110949],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04697929,"threshold_uncertainty_score":0.07138735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345768343986313,"score_gpt":0.5859282226586017,"score_spread":0.4513513882599703,"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."}}