{"id":"W1979558966","doi":"10.1016/s0733-8635(05)70274-6","title":"IN VIVO CONFOCAL MICROSCOPY IN DERMATOLOGY","year":2001,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Confocal microscopy; Pathology; In vivo; Skin cancer; Microscopy; Human skin; Confocal; Biopsy; Dermatology; Cancer; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001710804,0.0005339542,0.002322298,0.0005842877,0.00002613373,0.00003343244,0.0006540504,0.001291179,0.0002076864],"category_scores_gemma":[0.00009836827,0.0005161826,0.0003561626,0.001503362,0.0001866926,0.00008552278,0.00008746267,0.001376262,0.0004800787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110109,"about_ca_system_score_gemma":0.0001020098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008237595,"about_ca_topic_score_gemma":0.00009858407,"domain_scores_codex":[0.9968559,0.0001622556,0.001727488,0.0004713178,0.000115205,0.0006678673],"domain_scores_gemma":[0.9981138,0.0009658769,0.000158145,0.0006194172,0.00002348068,0.0001193097],"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":[0.00001444883,0.001015007,0.005411299,0.0469899,0.0003506408,0.005933059,0.0002206121,0.0003997135,0.000002382106,0.01915984,0.04096439,0.8795387],"study_design_scores_gemma":[0.0002420121,0.000007505026,0.000008335041,0.001323439,0.00007277839,0.0007715658,0.00001337555,0.0007849401,0.000002375161,0.0009287401,0.9953643,0.0004806347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001301581,0.9918377,0.0002634593,0.00007933252,0.0003925517,0.0009273473,0.00005299832,0.0002605284,0.006055905],"genre_scores_gemma":[0.0001441963,0.9978471,0.001102378,0.0001843162,0.00003011113,0.0005544228,0.00004510742,0.00006469042,0.00002762461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9543999,"threshold_uncertainty_score":0.999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05166677690236238,"score_gpt":0.3741446367085823,"score_spread":0.32247785980622,"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."}}