{"id":"W4403198292","doi":"10.1097/cco.0000000000001095","title":"Editorial introductions","year":2024,"lang":"en","type":"article","venue":"Current Opinion in Oncology","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001848152,0.00005441754,0.0001056496,0.00007400524,0.0001690821,0.00003692278,0.0001309576,0.0001653035,0.0007317341],"category_scores_gemma":[0.001209495,0.00005006378,0.00004770213,0.0003155225,0.0002555386,0.0002666148,0.00003370857,0.0005044714,0.000292989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001969437,"about_ca_system_score_gemma":0.0004368791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007501636,"about_ca_topic_score_gemma":0.0000256616,"domain_scores_codex":[0.9983394,0.0009902596,0.0001664722,0.0002006124,0.0001260752,0.0001772522],"domain_scores_gemma":[0.9983537,0.00145089,0.0000289737,0.00007124701,0.00003513918,0.0000600789],"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":[0.00002047723,0.00005982185,0.0001032287,0.00001064079,0.000003362929,2.254176e-7,0.003466737,0.000001654848,0.000003778962,0.358461,0.5482823,0.08958673],"study_design_scores_gemma":[0.00009056927,0.00006169176,0.00007448182,0.00002416174,0.00000207104,6.424389e-7,0.001045237,0.000007163072,1.98312e-7,0.04873972,0.9498964,0.00005768153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004031832,0.008033423,0.0001354835,0.01591107,0.9322255,0.000157955,0.000004464682,0.0001299121,0.042999],"genre_scores_gemma":[0.09139286,0.009776836,0.00005389366,0.00004880217,0.8979218,0.00007520406,0.00002216524,0.00000687167,0.0007015679],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4016141,"threshold_uncertainty_score":0.8011975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1532744649602821,"score_gpt":0.5020117444556838,"score_spread":0.3487372794954017,"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."}}