{"id":"W2109548829","doi":"10.1111/j.1463-1318.2011.02571.x","title":"Commentary on Toll <i>et al</i>","year":2011,"lang":"en","type":"letter","venue":"Colorectal Disease","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Toll; Citation; Library science; Mount; Media studies; Sociology","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":[0.0001120215,0.0004723451,0.0005174747,0.0002340379,0.0001131986,0.00003799856,0.0001745871,0.0003100969,0.0006693979],"category_scores_gemma":[0.00008885216,0.0004309155,0.0004396438,0.0001824669,0.00012,0.00006762235,0.00009927355,0.001877969,0.0003796282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913346,"about_ca_system_score_gemma":0.0002262452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001659421,"about_ca_topic_score_gemma":0.00001723039,"domain_scores_codex":[0.9978544,0.0001412273,0.0002856287,0.0007134688,0.0005490812,0.0004562515],"domain_scores_gemma":[0.998686,0.0001257892,0.0001374626,0.0005632892,0.00008118538,0.0004063006],"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":[0.01241716,0.000173211,0.0005098778,0.0001428554,0.0001200336,0.002084462,0.00004155472,8.998356e-7,0.00002571265,0.000003933038,0.9827923,0.001687983],"study_design_scores_gemma":[0.001165539,0.003759976,0.006121371,0.0003830497,0.0003809304,0.00004036869,0.000005687195,0.00005318694,0.0002462981,0.0001038654,0.9872987,0.0004409928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01690206,0.0005045751,0.00002187427,0.9567401,0.001540614,0.0009570005,0.0003448222,0.0004319039,0.02255705],"genre_scores_gemma":[0.04396987,0.00008107138,0.00004834509,0.9500255,0.002012572,0.0002678293,0.001567752,0.0001118654,0.001915183],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02706781,"threshold_uncertainty_score":0.9998143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098739816997319,"score_gpt":0.268059128763176,"score_spread":0.2470717305932028,"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."}}