{"id":"W4233699171","doi":"10.1007/978-3-642-02862-5_35","title":"Outcomes","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002016797,0.0003732156,0.000500723,0.001464385,0.001139072,0.001708237,0.0009725842,0.0007786905,0.1679175],"category_scores_gemma":[0.006329449,0.00006345832,0.0007446184,0.001225075,0.0005355472,0.001095172,0.001884898,0.00111412,0.03866936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538611,"about_ca_system_score_gemma":0.003525337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004471017,"about_ca_topic_score_gemma":0.00884618,"domain_scores_codex":[0.998338,0.0002443823,0.000103672,0.0001822911,0.0006984049,0.0004333303],"domain_scores_gemma":[0.9981638,0.0001648332,0.0003091519,0.000159658,0.0006305027,0.0005720801],"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":[0.0003487904,0.0003956473,0.02930876,0.0004035289,0.00007129715,0.0003248515,0.0005615859,0.0002105449,0.000272541,0.04869263,0.4523681,0.4670416],"study_design_scores_gemma":[0.00008935454,0.0002456558,0.04749994,0.0007843806,0.0001116337,0.001215626,0.001172699,0.0001050778,0.0004501819,0.01965736,0.9286355,0.00003270341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01694285,0.00210297,0.002143282,0.009511071,0.001749658,0.000312069,0.006945215,0.0002513943,0.9600416],"genre_scores_gemma":[0.1855371,0.003889838,0.002749962,0.009231484,0.001347871,0.001055791,0.01529544,0.0002941393,0.7805983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8320825,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814836995640366,"score_gpt":0.2530154006974107,"score_spread":0.234867030741007,"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."}}