{"id":"W2010491585","doi":"10.1118/1.4815445","title":"TU‐F‐137‐01: Writing and Reviewing Papers for Medical Physics","year":2013,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Disk formatting; Process (computing); Constructive; Medical writing; Medical physicist; Obligation; Computer science; Engineering ethics; Medical education; Physics; Medicine; Medical physics; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07913197,0.002497012,0.00187244,0.005561044,0.003803739,0.0166535,0.006166803,0.008375379,0.1566117],"category_scores_gemma":[0.16509,0.002074333,0.00240759,0.002956527,0.00375682,0.007324647,0.008291187,0.009448094,0.3090253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005496024,"about_ca_system_score_gemma":0.02133017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132215,"about_ca_topic_score_gemma":0.002557763,"domain_scores_codex":[0.9498397,0.01915681,0.004423817,0.003207692,0.02054746,0.002824605],"domain_scores_gemma":[0.8114276,0.02510202,0.01297859,0.016722,0.08953914,0.04423069],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001843947,0.00006785145,0.0001816843,0.0005077428,0.00001987344,0.0001796577,0.0005119935,0.000150639,0.002827111,0.00166523,0.9180853,0.07561854],"study_design_scores_gemma":[0.00004572348,0.0001015629,0.0006546276,0.0003776341,0.000007824916,0.0004318407,0.0002461539,0.0003083412,0.001585457,0.001940913,0.9942387,0.00006110512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"methods","genre_scores_codex":[0.007642855,0.0173404,0.2799373,0.1323647,0.2930506,0.01220191,0.004629361,0.05666266,0.19617],"genre_scores_gemma":[0.03041278,0.01649136,0.2892932,0.03308647,0.0940728,0.009411875,0.007202265,0.02523692,0.4947924],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.920868,"threshold_uncertainty_score":0.5239183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097100697096933,"score_gpt":0.3700587318660539,"score_spread":0.3490877248950846,"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."}}