{"id":"W2028658365","doi":"10.1002/lsm.10193","title":"Transpupillary thermotherapy (TTT) with short duration laser exposures induce heat shock protein (HSP) hyperexpression on choroidoretinal layers","year":2003,"lang":"en","type":"article","venue":"Lasers in Surgery and Medicine","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hsp70; Laser; Retina; Retinal; Biotinylation; Irradiation; Shock (circulatory); Heat shock protein; Rhodopsin; Ophthalmology; Medicine; Biology; Pathology; Molecular biology; Chemistry; Optics; Internal medicine; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353407,0.0002388484,0.0004685374,0.0002988689,0.0001321058,0.00001572029,0.00006775089,0.0001315092,0.0002548496],"category_scores_gemma":[0.0002102199,0.0001451751,0.00005537255,0.0004994833,0.0003156542,0.0001487339,0.000006654937,0.0003920208,0.000003381201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000432586,"about_ca_system_score_gemma":0.0001761438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009557307,"about_ca_topic_score_gemma":0.00008689084,"domain_scores_codex":[0.9977935,0.0002548639,0.0003503418,0.0004505847,0.0007199661,0.0004307767],"domain_scores_gemma":[0.9990506,0.0002406383,0.00003260294,0.0003019627,0.0000651571,0.0003090292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006317115,0.0007362546,0.5177814,0.0004043754,0.0001033614,0.001406924,0.002027844,0.000080036,0.4464146,0.000360972,0.001943452,0.0224236],"study_design_scores_gemma":[0.006749525,0.004623273,0.1552736,0.005752361,0.00008670468,0.0004902564,0.003037266,0.0002757463,0.8105996,0.0002279311,0.01214176,0.0007419416],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918265,0.0004796931,0.0001076974,0.00258755,0.00008790648,0.0006970624,0.000002437672,0.00003552614,0.004175646],"genre_scores_gemma":[0.9976526,0.0006187641,0.0001307311,0.0009421794,0.0001074244,0.00006481479,0.00002655113,0.00002742791,0.0004295043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3641849,"threshold_uncertainty_score":0.5920071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913745999669353,"score_gpt":0.2911579580034779,"score_spread":0.2620204980067843,"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."}}