{"id":"W3176223776","doi":"10.3390/curroncol28040213","title":"Local Chemotherapy as an Adjuvant Treatment in Unresectable Squamous Cell Carcinoma: What Do We Know So Far?","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chemotherapy; Radiation therapy; Imiquimod; Dermatology; Basal cell; Oncology; Surgery; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0002671305,0.001001702,0.005147046,0.0004347393,0.0001171379,0.00007323196,0.0003327695,0.0007111103,0.0007605098],"category_scores_gemma":[0.00003602811,0.0007761721,0.0007059573,0.0005787362,0.0003423039,0.0001336787,0.0002094088,0.0009715933,0.0002241872],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005969333,"about_ca_system_score_gemma":0.00481267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002399537,"about_ca_topic_score_gemma":0.0006730035,"domain_scores_codex":[0.9956384,0.0006455323,0.001038693,0.001366708,0.0003611771,0.0009495112],"domain_scores_gemma":[0.9975958,0.0004632009,0.0004346782,0.001004034,0.0001452731,0.000356951],"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":[0.000104279,0.003238375,0.0004983264,0.008660306,0.0001388214,0.001241416,0.001066651,9.188651e-7,3.33631e-7,0.00003394012,0.001721575,0.9832951],"study_design_scores_gemma":[0.00494338,0.004163219,0.00007296517,0.009031546,0.001211899,0.0005166965,0.001072247,0.000009454418,0.00002140655,0.00001985952,0.9783626,0.0005747015],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004256445,0.9923798,0.00001811438,0.000394468,0.003513762,0.002326495,0.00003867957,0.00004845236,0.000854526],"genre_scores_gemma":[0.0005964713,0.9956269,0.00007946991,0.00008991367,0.0009381006,0.001245755,0.0003599232,0.0001514565,0.0009120393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827204,"threshold_uncertainty_score":0.9994689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006636367844654,"score_gpt":0.4305358860617047,"score_spread":0.3298722492772393,"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."}}