{"id":"W3137223071","doi":"10.1016/j.abdp.2019.09.007","title":"10.1016/j.abdp.2019.09.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Melanoma; Oncology; Internal medicine; Cancer research","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001025859,0.0001688313,0.0003090745,0.00007506191,0.00007061046,0.00001282617,0.0001171236,0.00006162214,0.997034],"category_scores_gemma":[0.00003809977,0.0001509874,0.0000797895,0.0002015414,0.00005664029,0.00004686719,0.00005090911,0.0001317556,0.9960263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009373744,"about_ca_system_score_gemma":0.00004895758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004626286,"about_ca_topic_score_gemma":3.708718e-7,"domain_scores_codex":[0.9989408,0.00001892678,0.0001888287,0.0002761879,0.0002489962,0.0003262275],"domain_scores_gemma":[0.9992908,0.00005038254,0.00002560609,0.0003993575,0.0000508013,0.0001830646],"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":[0.0001995749,0.00004676279,0.000008162684,0.00001197494,0.00005651381,0.00002976602,0.00002745025,0.000002506918,0.00003113208,4.629718e-7,0.5962847,0.403301],"study_design_scores_gemma":[0.0006764987,0.0003629173,0.002552335,0.00005690573,0.00006425116,0.00005048118,0.000002088899,0.00001002297,0.000254022,0.000004907636,0.9957992,0.0001663588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001613406,0.0005768969,5.851177e-7,0.001435482,0.000003785655,0.0003064006,0.00001597042,0.0001196924,0.9959278],"genre_scores_gemma":[0.0004194904,0.000002134616,0.0002898604,0.0001783201,0.0004377076,0.00003405217,0.00001269691,0.00003771474,0.998588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4031346,"threshold_uncertainty_score":0.6157086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006870436691260301,"score_gpt":0.2054047793788907,"score_spread":0.1985343426876303,"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."}}