{"id":"W4230525048","doi":"10.1242/bio.058548","title":"Future Leader to Watch – Olayemi Joseph Olajide","year":2021,"lang":"en","type":"article","venue":"Biology Open","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurodegeneration; Neuroscience; Vulnerability (computing); Biology; Disease; Cognitive science; Psychology; Medicine; Pathology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003316192,0.0005494428,0.0005719186,0.0006966764,0.002305542,0.003605634,0.0008466828,0.003364827,0.06699121],"category_scores_gemma":[0.009522274,0.0002534314,0.0004194571,0.0002963453,0.0008243235,0.003239497,0.002466382,0.005847609,0.02269455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305353,"about_ca_system_score_gemma":0.003786607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848695,"about_ca_topic_score_gemma":0.002849313,"domain_scores_codex":[0.9983889,0.0003099675,0.00006229633,0.0002450142,0.0006871166,0.0003067936],"domain_scores_gemma":[0.9841909,0.0009994393,0.0004919869,0.0002816737,0.005638625,0.008397298],"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":[0.00003118172,0.00002004664,0.0001712076,0.00002938082,0.000001738296,0.0001495648,0.0001966581,0.00000836954,0.0002493714,0.0005246704,0.9894614,0.009156537],"study_design_scores_gemma":[0.000007988358,0.0000310005,0.0003373575,0.00005031139,0.000002099131,0.0003850565,0.0006541022,0.00002922929,0.0001550723,0.0003297157,0.9980058,0.00001225693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003472392,0.01277,0.001524992,0.6956222,0.2519959,0.0001297331,0.0004142642,0.0004767579,0.03359385],"genre_scores_gemma":[0.03421286,0.01071709,0.002038381,0.2669123,0.1039777,0.0003162617,0.0004547506,0.0005711396,0.5807995],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06699121,"threshold_uncertainty_score":0.2241079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06139279376240308,"score_gpt":0.3945108075138938,"score_spread":0.3331180137514907,"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."}}