{"id":"W6930421848","doi":"10.5281/zenodo.12081818","title":"What Makes IQ Blast Pro the Key to Optimal Brain Function?","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Upgrade; Brain scanning; Key (lock); Intelligence quotient; Audit","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001092202,0.0003632918,0.0003828898,0.0004932553,0.001629875,0.002405053,0.0009395841,0.0002093003,0.01671315],"category_scores_gemma":[0.0009701768,0.0002802713,0.000175523,0.0009871263,0.0001924512,0.0002640171,0.001465331,0.001084459,0.1672051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001728227,"about_ca_system_score_gemma":0.00002643221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001191736,"about_ca_topic_score_gemma":0.000001931489,"domain_scores_codex":[0.9970824,0.0003845127,0.0004242586,0.0007754004,0.0007698069,0.0005636134],"domain_scores_gemma":[0.9977572,0.00009288311,0.0001145619,0.001144179,0.0005023362,0.0003888496],"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":[0.0003438912,0.0001288113,9.969453e-8,0.000220916,0.000171812,0.0001243163,0.0008069284,0.00002429736,0.0004716961,0.00007148941,0.9909195,0.006716266],"study_design_scores_gemma":[0.0003455844,0.0006675946,0.00003900814,0.0002882154,0.0001459656,0.0004712421,0.001218769,0.00002622267,0.00003860663,0.0000144369,0.9964569,0.0002874327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008319994,0.001846968,0.000155148,0.01967871,0.001990212,0.002054434,0.9612879,0.001103914,0.01105076],"genre_scores_gemma":[0.0004505425,0.0006579868,0.00003649431,0.003167168,0.001585015,4.305977e-7,0.9781707,0.001863885,0.01406776],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.150492,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03518707911363623,"score_gpt":0.2768729231783347,"score_spread":0.2416858440646985,"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."}}