{"id":"W979473702","doi":"","title":"Photochemical Corneal Augmentation: Crosslinking Clear Liquid Collagen for Corneal Repair and Refractive Correction","year":2007,"lang":"en","type":"article","venue":"","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ophthalmology; Chemistry; Materials science; Medicine","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":[0.000289127,0.0002107325,0.0001341727,0.0004545273,0.0002928787,0.0002738963,0.0002990775,0.0003928383,0.003852603],"category_scores_gemma":[0.0002522199,0.00009625374,0.000277124,0.0002301545,0.0003036593,0.000428268,0.0001767836,0.0003857378,0.0002923356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508888,"about_ca_system_score_gemma":0.0002049617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005564266,"about_ca_topic_score_gemma":0.001166139,"domain_scores_codex":[0.9998945,0.00001744955,0.00000809558,0.00001841621,0.00004170454,0.00001985778],"domain_scores_gemma":[0.9999244,0.00002839949,0.00001748216,0.000009259678,0.000006890665,0.00001347206],"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":[0.003754828,0.0004989317,0.002216858,0.0004924082,0.00005242165,0.001775061,0.0001521133,0.0005151936,0.8280903,0.002007668,0.001855121,0.158589],"study_design_scores_gemma":[0.0008062134,0.006137198,0.02361347,0.0000786208,0.000287333,0.0271321,0.0002173686,0.004014427,0.9028805,0.001322149,0.03344619,0.00006450152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500481,0.01833563,0.009743054,0.001290142,0.0006595797,0.00009989477,0.00009473392,0.0003059568,0.01942278],"genre_scores_gemma":[0.9859526,0.002992091,0.005099261,0.0002498258,0.0001762384,0.00002569983,0.00004472032,0.00003196837,0.005427672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003852603,"threshold_uncertainty_score":0.01288825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391103043544605,"score_gpt":0.3240963959587297,"score_spread":0.3001853655232837,"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."}}