{"id":"W4409444987","doi":"10.1093/ptj/pzaf056","title":"Author Response to Luo and He","year":2025,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005030804,0.00005868993,0.0001127089,0.00004375186,0.00005439092,0.000007729996,0.00001507594,0.00001712574,0.00002683726],"category_scores_gemma":[0.0000246043,0.00003961688,0.00003713034,0.0001509515,0.00002288005,0.00001511345,0.00001113959,0.00004849133,0.00005287051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002152191,"about_ca_system_score_gemma":0.00002318942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001432541,"about_ca_topic_score_gemma":2.921388e-7,"domain_scores_codex":[0.999684,0.00002777793,0.00004268823,0.0001110908,0.00005190764,0.00008256358],"domain_scores_gemma":[0.9997116,0.00007698995,0.000006111931,0.0001269605,0.00002123438,0.00005708045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01583717,0.00377542,0.05231019,0.00003446515,0.001136605,0.00006808156,0.002570906,0.000004985628,0.1684642,0.01810027,0.02464117,0.7130565],"study_design_scores_gemma":[0.00394502,0.00160017,0.7023637,0.00006375825,0.00006501332,0.00000696596,0.00006211571,0.0001553736,0.02229017,0.007854202,0.2614666,0.0001270044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984951,0.00005945921,0.0002298336,0.01135433,0.00005514553,0.0001995078,0.000001743891,0.00003604383,0.003112961],"genre_scores_gemma":[0.9826376,0.0000092636,0.0001729987,0.001137959,0.0000645653,0.00003139663,8.432509e-7,0.000005150682,0.01594019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7129295,"threshold_uncertainty_score":0.161553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583127088022241,"score_gpt":0.3798668991442398,"score_spread":0.3540356282640174,"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."}}