{"id":"W3139330958","doi":"10.1016/j.abdp.2017.11.001","title":"10.1016/j.abdp.2017.11.001","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":"Mohs surgery; Medicine; Dermatology; Basal cell carcinoma; Pathology; Basal cell","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":[0.00009091302,0.000166012,0.0003027579,0.00007100514,0.0000775515,0.0000139143,0.0001195353,0.00005921549,0.998179],"category_scores_gemma":[0.00003737564,0.000148033,0.00006791396,0.0001762963,0.00005750205,0.00004742851,0.00005088344,0.0001092594,0.9955038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008924655,"about_ca_system_score_gemma":0.00004214577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005499491,"about_ca_topic_score_gemma":0.000001077697,"domain_scores_codex":[0.9989679,0.00001844413,0.0001798339,0.0002728267,0.0002371673,0.0003238016],"domain_scores_gemma":[0.999285,0.00004514803,0.0000258112,0.0004075478,0.00005326623,0.000183213],"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":[0.0001494865,0.00006747879,0.000007191708,0.00001369517,0.00004693425,0.00004448177,0.00002081258,0.000002218695,0.0000197884,3.711691e-7,0.6883457,0.3112818],"study_design_scores_gemma":[0.0008223974,0.000299251,0.00186243,0.00005307512,0.00006512183,0.00007124287,0.000001825007,0.00001444203,0.0001244689,0.000003901688,0.9965188,0.0001630328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002273781,0.0003832874,1.862055e-7,0.001420696,0.000003519989,0.0002883342,0.00001562096,0.0001163265,0.9954982],"genre_scores_gemma":[0.0006518058,0.000001901533,0.0001689143,0.0001848892,0.0004321949,0.00004211121,0.00001716518,0.00003435621,0.9984667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3111188,"threshold_uncertainty_score":0.6036611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018488729526999,"score_gpt":0.2154196791959868,"score_spread":0.2052347919007168,"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."}}