{"id":"W1123167951","doi":"","title":"A Novel Piggy Back Contact Lens Technique for Keratoconic Distorted and Post Keratoplasty Corneas","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Clair College","funders":"","keywords":"Contact lens; Ophthalmology; Medicine; Corneal topography; Lens (geology); Keratoconus; Optics; Optometry; Cornea; Physics","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":[0.0003675326,0.0005334876,0.0003684407,0.0006531102,0.0007616425,0.0005873798,0.0007061572,0.001007363,0.003703785],"category_scores_gemma":[0.0004032983,0.0003932622,0.0007461093,0.0003473226,0.0008006293,0.001426029,0.0007272997,0.001087889,0.0005571239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203401,"about_ca_system_score_gemma":0.000496532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006876145,"about_ca_topic_score_gemma":0.002150196,"domain_scores_codex":[0.9997035,0.00003120874,0.00003614937,0.00007066251,0.0001008963,0.00005753029],"domain_scores_gemma":[0.9997376,0.00005294325,0.00003660964,0.00009528922,0.00002145041,0.00005616148],"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":[0.003732924,0.001252102,0.005930502,0.0005994251,0.0001925166,0.03046692,0.0007429596,0.0003540092,0.7636063,0.001148402,0.002819419,0.1891545],"study_design_scores_gemma":[0.001180385,0.01260142,0.08672699,0.0001099081,0.0004572328,0.6890648,0.0005105911,0.003913977,0.1713406,0.0009651137,0.03285001,0.0002789738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8842282,0.004342779,0.09807335,0.001141913,0.000745325,0.0003990769,0.0002499827,0.001209018,0.009610363],"genre_scores_gemma":[0.9087286,0.001696317,0.08128759,0.0005056931,0.0002594564,0.00008551168,0.0001291852,0.0001163885,0.007191287],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003703785,"threshold_uncertainty_score":0.01239038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03217508248558638,"score_gpt":0.3131503868003959,"score_spread":0.2809753043148095,"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."}}