{"id":"W2060597660","doi":"10.3129/i08-012","title":"Vision health: seeing how medical students can contribute","year":2008,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00369402,0.0007833917,0.0009507997,0.0006905582,0.008593115,0.006723288,0.001482884,0.05464587,0.01940409],"category_scores_gemma":[0.02468316,0.000562973,0.0008961359,0.0005237318,0.005904169,0.007958049,0.004472249,0.04679948,0.006506772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005557185,"about_ca_system_score_gemma":0.01048321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593008,"about_ca_topic_score_gemma":0.04281778,"domain_scores_codex":[0.9954892,0.001146062,0.0003527636,0.0003938704,0.001361933,0.00125616],"domain_scores_gemma":[0.9803696,0.00384231,0.000803081,0.0003439022,0.00313751,0.01150354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003373345,0.0001167133,0.002018865,0.00006336772,0.00001292856,0.00326755,0.0007504078,0.00003365736,0.0001750133,0.002463714,0.9769353,0.01412891],"study_design_scores_gemma":[0.0001761763,0.0002001446,0.0053187,0.0007311027,0.00005348053,0.01067352,0.009538911,0.0003120434,0.0001929486,0.02052052,0.9521272,0.0001553612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004029564,0.0007818896,0.00003517842,0.9846859,0.01162022,0.000003598836,0.00000450127,0.00001069069,0.002455077],"genre_scores_gemma":[0.009808767,0.001949992,0.0002514224,0.9389112,0.03629583,0.00001817716,0.000009788502,0.00001824835,0.01273665],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05464587,"threshold_uncertainty_score":0.06491315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874793279246363,"score_gpt":0.3304439355429909,"score_spread":0.3016960027505273,"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."}}