{"id":"W6949212435","doi":"10.5281/zenodo.10982347","title":"neurobagel_api","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Rest (music); Work (physics); Identification (biology); Position (finance)","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":[0.001165066,0.002833019,0.001698125,0.001869349,0.001117048,0.003062885,0.004468304,0.001281214,0.1168514],"category_scores_gemma":[0.0038035,0.001342598,0.001947109,0.001208196,0.0007156664,0.002686198,0.004436011,0.002689737,0.2116547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205796,"about_ca_system_score_gemma":0.001579547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007141507,"about_ca_topic_score_gemma":0.01186157,"domain_scores_codex":[0.9988759,0.0001137807,0.00009624544,0.0002945085,0.0004672539,0.0001523677],"domain_scores_gemma":[0.9988629,0.0002100016,0.00005126623,0.0004020387,0.0003752605,0.00009861134],"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":[0.0002904593,0.00004752745,0.0007441695,0.0005714028,0.000055074,0.0001643784,0.00008912163,0.001086221,0.004533674,0.004242957,0.9456941,0.04248077],"study_design_scores_gemma":[0.00008305299,0.00002781049,0.001245855,0.0001371797,0.00005140688,0.0003771566,0.00005346322,0.008223467,0.01805272,0.01123381,0.9603651,0.0001489089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001598349,0.0004686283,0.07659703,0.0003252905,0.0003509774,0.0002200629,0.0971997,0.7887158,0.03452412],"genre_scores_gemma":[0.02212263,0.0008587955,0.08219981,0.002316159,0.0002202094,0.002076168,0.4390434,0.3747953,0.07636751],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1168514,"threshold_uncertainty_score":0.3909068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490376751151458,"score_gpt":0.2528217751250548,"score_spread":0.2379180076135402,"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."}}