{"id":"W1581534214","doi":"10.1007/s10006-007-0077-1","title":"Überlebensverbesserung eines unizentrischen Gesamtkollektivs aus 20 Jahren","year":2007,"lang":"de","type":"article","venue":"Mund- Kiefer- und Gesichtschirurgie","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"TRIUMF","funders":"","keywords":"Medicine; Multivariate analysis; Population; Stage (stratigraphy); Referral; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001402715,0.000237896,0.0004311282,0.002039393,0.001104863,0.0009280068,0.0003575723,0.0007983852,0.00326317],"category_scores_gemma":[0.004989939,0.0002172482,0.0008225901,0.001923468,0.0003575643,0.0008969419,0.000921161,0.0008763913,0.0006269057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006541914,"about_ca_system_score_gemma":0.001505229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01630612,"about_ca_topic_score_gemma":0.02677749,"domain_scores_codex":[0.9990997,0.0001917849,0.0001289252,0.00009332334,0.0001278655,0.0003583496],"domain_scores_gemma":[0.9974902,0.0007313762,0.000950141,0.000084812,0.0003029562,0.0004405228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001458541,0.0004728482,0.9660172,0.0002068657,0.0002490192,0.0006657132,0.002242327,0.00008731258,0.0003022763,0.0001401086,0.001981608,0.02617601],"study_design_scores_gemma":[0.00004304874,0.001554368,0.9905117,0.0001175323,0.0002963991,0.0005972999,0.002681345,0.00002841798,0.0002116338,0.00007729673,0.003861931,0.00001899315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906467,0.005733526,0.00003898483,0.0002978845,0.00005682466,0.00001623296,0.0008822701,0.000005227711,0.002322313],"genre_scores_gemma":[0.9921113,0.003861671,0.0000444266,0.0003893572,0.00005877839,0.0000365771,0.001143114,0.000004578445,0.002350077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01630612,"threshold_uncertainty_score":0.03242236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693064653542727,"score_gpt":0.3165365599414949,"score_spread":0.2896059134060677,"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."}}