{"id":"W6894123283","doi":"10.5281/zenodo.8364023","title":"SMOC1: A Target Enabling Package","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Function (biology); Biomarker; Disease; Pathogenesis; Modular design; Troubleshooting; Nervous system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001247372,0.001388737,0.0009957061,0.0009970426,0.0005904217,0.001386375,0.001812829,0.001317843,0.1814192],"category_scores_gemma":[0.002240803,0.001073908,0.001021907,0.0006579668,0.0003714848,0.001470373,0.001907573,0.001702924,0.1725525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005682787,"about_ca_system_score_gemma":0.0009613791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007557707,"about_ca_topic_score_gemma":0.0009021139,"domain_scores_codex":[0.9995147,0.00004441914,0.00002683321,0.0000862288,0.0002422277,0.00008564871],"domain_scores_gemma":[0.9993243,0.0001417913,0.00005125452,0.0001430797,0.0001872045,0.0001524055],"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":[0.001491739,0.0001712439,0.001255781,0.001316988,0.0000901499,0.0005334719,0.0001489819,0.001574279,0.1048696,0.008123301,0.7239385,0.156486],"study_design_scores_gemma":[0.0003363627,0.0002281744,0.001663546,0.0001180634,0.00007239645,0.000406252,0.00002528132,0.006560024,0.1013443,0.006446423,0.8826944,0.0001047851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.005677292,0.0009648573,0.2036187,0.001044485,0.0007840599,0.001011771,0.07592513,0.6535988,0.0573749],"genre_scores_gemma":[0.09055268,0.003444016,0.194578,0.002688985,0.0006905989,0.004448014,0.2582078,0.2266615,0.2187285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1814192,"threshold_uncertainty_score":0.6069077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964935518760987,"score_gpt":0.2874858342420341,"score_spread":0.2478364790544242,"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."}}