{"id":"W2891941421","doi":"10.1111/bjd.17201","title":"The utility of optical coherence tomography for diagnosis of basal cell carcinoma: a quantitative review","year":2018,"lang":"en","type":"review","venue":"British Journal of Dermatology","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optical coherence tomography; Concordance; Medicine; Histopathology; Basal cell carcinoma; Pathology; Basal cell; Nuclear medicine; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005083009,0.0002839337,0.00229002,0.000167498,0.00007760277,0.00002294472,0.0008479303,0.0002814022,0.00004437009],"category_scores_gemma":[0.0004794133,0.0002446758,0.001269005,0.000677132,0.0008036419,0.00008482599,0.00005693378,0.0005510311,0.000003533274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001765558,"about_ca_system_score_gemma":0.0001986344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007050229,"about_ca_topic_score_gemma":0.00001989249,"domain_scores_codex":[0.9968474,0.0002541893,0.002106053,0.0001999439,0.0002499057,0.0003425159],"domain_scores_gemma":[0.9949247,0.002757006,0.001031882,0.0003539146,0.0007946196,0.0001379167],"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":[0.00003158216,0.0004673953,0.0007296395,0.1970101,0.0009704415,0.0001492408,0.00004380627,7.882489e-7,0.000001361375,0.00158933,0.07147236,0.727534],"study_design_scores_gemma":[0.001056597,0.0007116652,0.0008443848,0.1001772,0.005862771,0.009150543,0.00008400642,0.0001727766,0.0004824631,0.002238263,0.8782535,0.0009658522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001714521,0.995735,0.001897836,0.0000512764,0.0002022194,0.001087266,0.0002834209,0.00001216815,0.0005593763],"genre_scores_gemma":[0.01030631,0.9842809,0.004999341,0.0000105632,0.00003479159,0.0003173996,0.00001130505,0.00003782519,0.000001525201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8067812,"threshold_uncertainty_score":0.9977591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004082900953006,"score_gpt":0.3119928536075381,"score_spread":0.271952024598008,"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."}}