{"id":"W1486565644","doi":"10.1016/j.ohc.2006.07.006","title":"10.1016/j.ohc.2006.07.006","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contrast (vision); Medicine; Lens (geology); Sensitivity (control systems); Optometry; Modalities; Spherical aberration; Optics; Ophthalmology; Artificial intelligence; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003045082,0.001206828,0.0007762749,0.001350999,0.0004134846,0.001323605,0.0009921211,0.00251355,0.7746157],"category_scores_gemma":[0.0006080788,0.0002558756,0.0004627425,0.00111101,0.0004292058,0.001575566,0.0007088134,0.001050271,0.715883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704703,"about_ca_system_score_gemma":0.0005920502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688701,"about_ca_topic_score_gemma":0.001541082,"domain_scores_codex":[0.9998732,0.00001252376,0.00001450448,0.00003036115,0.0000380748,0.00003138975],"domain_scores_gemma":[0.9997199,0.00007061814,0.00003984066,0.00001383065,0.00007675095,0.0000790783],"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":[0.0001301673,0.0001345556,0.0006469713,0.001851819,0.00003770144,0.0002525882,0.00003223693,0.00008952047,0.0004545861,0.001113071,0.1073064,0.8879504],"study_design_scores_gemma":[0.00004781412,0.0001132844,0.001785195,0.001864658,0.00004816978,0.003116326,0.0000747464,0.00004754344,0.0002018097,0.0008530928,0.9918359,0.00001138174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003148806,0.3717421,0.001761313,0.002961022,0.0035616,0.0001463184,0.002647056,0.0008775584,0.6131542],"genre_scores_gemma":[0.01138796,0.1609645,0.003010504,0.003157204,0.001392969,0.0001626999,0.002144179,0.0001533094,0.8176267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2253843,"threshold_uncertainty_score":0.3214833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04422502141243111,"score_gpt":0.3387351761661511,"score_spread":0.2945101547537199,"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."}}