{"id":"W6977721127","doi":"10.6084/m9.figshare.24013041.v1","title":"Additional file 1 of Neuroimaging and machine learning for studying the pathways from mild cognitive impairment to alzheimer’s disease: a systematic review","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Categorization, perception, and language","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Neuroimaging; Cognitive impairment; Cognition; Functional neuroimaging; Deep learning","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003175666,0.001745523,0.00386358,0.007956464,0.0006664121,0.00200454,0.001948139,0.002018123,0.7484167],"category_scores_gemma":[0.06470154,0.0009962588,0.004565526,0.0101239,0.0004859992,0.003318003,0.00156015,0.001115555,0.02428375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002097468,"about_ca_system_score_gemma":0.004978283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0107089,"about_ca_topic_score_gemma":0.0284374,"domain_scores_codex":[0.9982317,0.0004474638,0.000627086,0.000332068,0.0002192187,0.000142419],"domain_scores_gemma":[0.930563,0.06000528,0.005453724,0.0009104687,0.002559312,0.000508204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008856189,0.00008670258,0.002466404,0.7412206,0.002574772,0.0001231067,0.0001995349,0.0004379367,0.0002377499,0.002089449,0.2283588,0.02131933],"study_design_scores_gemma":[0.0346753,0.0009998458,0.06933096,0.434685,0.02966386,0.001689475,0.001250563,0.002398146,0.0008742127,0.02519703,0.3985879,0.0006477098],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.00061571,0.004277851,0.0005778393,0.0004091227,0.000101024,0.001174403,0.9917361,0.0001921861,0.0009157217],"genre_scores_gemma":[0.05415358,0.03093946,0.03406408,0.006993705,0.001011477,0.0698401,0.7759717,0.001044117,0.02598187],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7484167,"threshold_uncertainty_score":0.358853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064574254845489,"score_gpt":0.3292410904627749,"score_spread":0.222783664978226,"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."}}