{"id":"W4251306247","doi":"10.1097/01.iae.0000238551.82250.dd","title":"Diagnostic and Therapeutic Challenges","year":2006,"lang":"en","type":"article","venue":"Retina","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Psychoanalysis; Art; Philosophy; Art history; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004682769,0.00006131708,0.00005263527,0.0000097956,0.00003313446,0.000008268516,0.00004290858,0.00005671606,0.00001008196],"category_scores_gemma":[0.00002244843,0.0000537118,0.00001929093,0.00001354384,0.00003508586,5.274024e-7,0.00002656444,0.00002728021,0.00001566606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001696197,"about_ca_system_score_gemma":0.000007537144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300021,"about_ca_topic_score_gemma":0.00004185005,"domain_scores_codex":[0.9996353,0.00001716051,0.00005548366,0.0001447846,0.00003973113,0.0001075416],"domain_scores_gemma":[0.9998116,0.00001827517,0.00001544717,0.0001179832,0.00001342576,0.00002328226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005871698,0.0003141216,0.04901148,0.0001286102,0.00009398124,0.000048354,0.0001292223,0.00001410799,0.8593855,0.02888218,0.007790736,0.05414297],"study_design_scores_gemma":[0.0005264969,0.000357709,0.4124119,0.00002009841,0.00003153197,0.00005051332,0.00004133343,0.00001032435,0.06751509,0.002166552,0.5165731,0.0002954207],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597267,0.02886536,0.00004679507,0.0006039648,0.00003933079,0.00006009615,0.000001949913,0.0000106768,0.01064514],"genre_scores_gemma":[0.9963518,0.002606098,0.00009238016,0.0001053114,0.0002365336,0.000007650252,0.00001207869,0.000008535323,0.0005795934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7918704,"threshold_uncertainty_score":0.2190304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019102413212565,"score_gpt":0.2286671913448554,"score_spread":0.2184761672127298,"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."}}