{"id":"W2104199334","doi":"10.1016/j.ijrobp.2014.01.003","title":"In Regard to Lee","year":2014,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002964614,0.0003981506,0.001222289,0.0005709628,0.0002162892,0.00001805969,0.001340815,0.002548335,0.0004424623],"category_scores_gemma":[0.001657177,0.0003739503,0.0003549894,0.0002764447,0.0001446578,0.0002800315,0.0001879148,0.007074931,0.000882206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298105,"about_ca_system_score_gemma":0.002230118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002517618,"about_ca_topic_score_gemma":0.00009616932,"domain_scores_codex":[0.9920075,0.00358746,0.00263122,0.0004462299,0.0006059195,0.0007216934],"domain_scores_gemma":[0.9908363,0.003788499,0.003081708,0.0003810535,0.001711966,0.0002004295],"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":[0.0002581629,0.00009008165,0.04192469,0.0001083218,0.0002363123,0.0002031603,0.002199279,0.000182673,0.0000330585,0.008498941,0.9279881,0.01827722],"study_design_scores_gemma":[0.002300533,0.0005600713,0.001971629,0.0003941258,0.00004067402,0.0000504562,0.0001462968,0.0001175446,0.00001256562,0.03169867,0.9624032,0.0003042619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006583006,0.0002307197,0.00534291,0.9633637,0.02016819,0.0006959993,0.0002268189,0.00004817275,0.003340462],"genre_scores_gemma":[0.02084053,0.00051544,0.001737082,0.9187977,0.05637465,0.00007979571,0.0004189828,0.00008424053,0.001151561],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04456601,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09295263818139385,"score_gpt":0.4677017168642806,"score_spread":0.3747490786828868,"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."}}