{"id":"W2053414795","doi":"10.1136/bmj.324.7341.853/e","title":"Joseph Kevin McConnon","year":2002,"lang":"en","type":"article","venue":"BMJ","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008984486,0.0004155332,0.0003239985,0.0008873428,0.001484715,0.001746967,0.0007176094,0.001547941,0.1301378],"category_scores_gemma":[0.005622153,0.0002438561,0.0001864982,0.0003341062,0.000527982,0.001111211,0.001050938,0.002877284,0.04651372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535864,"about_ca_system_score_gemma":0.003291947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009140883,"about_ca_topic_score_gemma":0.02194737,"domain_scores_codex":[0.9992681,0.00007233777,0.00002781098,0.0001382856,0.0003821423,0.0001113093],"domain_scores_gemma":[0.9963641,0.0003342499,0.0001194211,0.00008240091,0.001449379,0.001650477],"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":[0.00001173433,0.00001280146,0.0003060424,0.00003585309,0.000001985119,0.0001479251,0.00004654346,0.00001736936,0.0000674405,0.001556996,0.9412044,0.05659094],"study_design_scores_gemma":[0.000004172042,0.00001011293,0.0005393925,0.00007909445,0.000002098197,0.000794456,0.00008197998,0.00002148474,0.00006643386,0.0005070136,0.9978891,0.000004716362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003351438,0.09153386,0.002828321,0.4222369,0.08610777,0.00009992511,0.0005320137,0.0006529736,0.3926568],"genre_scores_gemma":[0.02004861,0.04820674,0.001605664,0.06541071,0.009168319,0.00004570043,0.0002550629,0.0002900164,0.8549691],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1301378,"threshold_uncertainty_score":0.4353542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200494840569164,"score_gpt":0.3899390079974688,"score_spread":0.3579340595917772,"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."}}