{"id":"W2928086185","doi":"10.1212/wnl.0000000000007232","title":"INTREPAD","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Placebo; Adverse effect; Biomarker; Internal medicine; Randomized controlled trial; Confidence interval; Naproxen; Pathology","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":[0.00002176211,0.00005110108,0.0001074329,0.00004218559,0.00001282225,0.000002426202,0.00003197179,0.00004170918,0.001514882],"category_scores_gemma":[0.00001417555,0.00003925171,0.00003900619,0.00004974884,0.00003059864,0.00001877128,0.00002703204,0.0001081194,0.004793379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000475868,"about_ca_system_score_gemma":0.00004833592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002066695,"about_ca_topic_score_gemma":0.000002034792,"domain_scores_codex":[0.999487,0.00002773383,0.00005414481,0.0001533651,0.00009625882,0.0001814851],"domain_scores_gemma":[0.9996061,0.0000336753,0.00001117798,0.000200107,0.00002238796,0.0001265163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00245924,0.000421974,0.9849343,0.0000262981,0.001699242,0.00133213,0.00002565295,0.000001275207,0.0005157691,0.0007841567,0.003249185,0.004550747],"study_design_scores_gemma":[0.005396821,0.007488618,0.9366854,0.000006353533,0.0002189878,0.0005123735,0.000003830422,0.0003367297,0.0007854319,0.0008774783,0.04756969,0.0001182223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732248,0.0004583554,9.001802e-7,0.002827651,0.00009674174,0.0001915673,0.000002066385,0.00004057924,0.02315734],"genre_scores_gemma":[0.9972919,0.00002868823,0.00001931507,0.00236119,0.00005098109,0.000008198636,0.00001156758,0.00000867885,0.0002195163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04824886,"threshold_uncertainty_score":0.9993979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177203795633089,"score_gpt":0.3049280226448478,"score_spread":0.2872076430815388,"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."}}