{"id":"W961150807","doi":"","title":"High Resolution Non-Invasive Imaging of the Cornea by Epi-Detected Second Harmonic Generation and Third Harmonic Generation","year":2008,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; Institut National de la Recherche Scientifique","funders":"","keywords":"Cornea; Resolution (logic); Second-harmonic generation; Harmonic; Optics; Second-harmonic imaging microscopy; High harmonic generation; Physics; Acoustics; Computer science; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003098129,0.0002801848,0.000240257,0.0003460239,0.0001640908,0.000384871,0.0005062054,0.0006345595,0.00117149],"category_scores_gemma":[0.0003878518,0.0002387203,0.0001802075,0.000307485,0.0004764457,0.0006377483,0.0005104498,0.0006524632,0.0002059913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279605,"about_ca_system_score_gemma":0.0002411578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005621727,"about_ca_topic_score_gemma":0.001825028,"domain_scores_codex":[0.9997874,0.00004232929,0.000005862222,0.00002941301,0.0001077451,0.00002730085],"domain_scores_gemma":[0.9996818,0.0001910407,0.00002956491,0.00003324212,0.00004014421,0.00002417714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003546358,0.00002217056,0.0009041716,0.0001006088,0.00001585368,0.0001014862,0.00005923872,0.0003508457,0.9806996,0.0009327579,0.0003702008,0.01608846],"study_design_scores_gemma":[0.0001140759,0.0003116379,0.01831476,0.00003485493,0.00004584733,0.002228564,0.00008772045,0.03014233,0.9415485,0.001435646,0.005677183,0.0000589334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7182828,0.00562459,0.2584602,0.0008292536,0.000135063,0.0001664722,0.000510674,0.00058343,0.01540761],"genre_scores_gemma":[0.7883534,0.001443038,0.202851,0.0003297443,0.00007693651,0.00008562637,0.0002836171,0.00008979139,0.006486822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00117149,"threshold_uncertainty_score":0.003919065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502039170743795,"score_gpt":0.2911660836254302,"score_spread":0.2461456919179922,"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."}}