{"id":"W2074037325","doi":"10.1053/prrv.2002.0190","title":"CASE 1: ASSESSMENT","year":2002,"lang":"en","type":"article","venue":"Paediatric Respiratory Reviews","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001609441,0.0001856642,0.000605655,0.0002238693,0.0002258914,0.00008947448,0.000222388,0.00006294526,0.02858486],"category_scores_gemma":[0.0001681976,0.0001857361,0.0002566346,0.0003926756,0.00006653098,0.0002383903,0.0001029409,0.0001371524,0.09297724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001175277,"about_ca_system_score_gemma":0.000005987609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000127357,"about_ca_topic_score_gemma":0.000002259755,"domain_scores_codex":[0.998075,0.0000435634,0.0009706299,0.0005448509,0.00003241411,0.0003335096],"domain_scores_gemma":[0.9988056,0.00004708987,0.0004759862,0.000521043,0.00001798988,0.0001322965],"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":[6.369026e-7,0.00007707358,0.01555328,0.00005714974,0.0000285124,0.000178017,0.0002326857,0.000004603598,7.614499e-7,0.0182458,0.950092,0.0155295],"study_design_scores_gemma":[0.0002604694,0.00002555476,0.0002410592,0.000003900671,0.00001093389,0.00004124341,0.00004624941,0.0002924919,5.369849e-7,0.0003666945,0.9984845,0.0002263552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004989474,0.1914537,0.0002547184,0.0001076639,0.002684489,0.0005122176,0.0001348576,0.00006092054,0.799802],"genre_scores_gemma":[0.3063666,0.1277961,0.007227202,0.01113213,0.004522063,0.000977979,0.00001430811,0.0001845224,0.5417791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3013771,"threshold_uncertainty_score":0.9723032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1826664956449052,"score_gpt":0.2709242616439946,"score_spread":0.08825776599908944,"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."}}