{"id":"W619236269","doi":"","title":"悪性黒色腫 : なぜセンチネルリンパ節生検は悪性黒色腫の「標準治療」であるのか?","year":2014,"lang":"ja","type":"article","venue":"Cancer and Clinical Oncology","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001061843,0.0003609369,0.001102754,0.00008142229,0.0001579516,0.00002196783,0.0003562961,0.00161944,0.001054914],"category_scores_gemma":[0.0003975815,0.0003392188,0.000230979,0.0001676601,0.001000231,0.0001184855,0.0001431549,0.00142547,0.0001927189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001161582,"about_ca_system_score_gemma":0.0002031217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239549,"about_ca_topic_score_gemma":0.0008466361,"domain_scores_codex":[0.997316,0.0002798153,0.001027526,0.0006345992,0.0001117486,0.0006302844],"domain_scores_gemma":[0.997637,0.001367987,0.0001285582,0.000479071,0.00007044384,0.0003168904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002065946,0.0002316971,0.01212565,0.0002080653,0.0004950432,0.00004401033,0.0003061429,0.0001285166,0.00005397398,0.08181364,0.01308572,0.891301],"study_design_scores_gemma":[0.004629306,0.003911835,0.08850678,0.0001637557,0.000614995,0.00004015412,0.0007349162,0.01094077,0.00004697172,0.04624639,0.8432177,0.0009463949],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5152898,0.03726904,0.000983884,0.0116139,0.01000373,0.0004762427,0.00009838677,0.0007331566,0.4235319],"genre_scores_gemma":[0.9660776,0.02859873,0.0004543276,0.001483614,0.001405286,0.00004401958,0.000006709005,0.00003940666,0.001890356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8903546,"threshold_uncertainty_score":0.999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215908754826771,"score_gpt":0.3754915487290499,"score_spread":0.3333324611807822,"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."}}