{"id":"W4393206491","doi":"10.1007/978-3-031-50399-3_15","title":"Oscillopathies and You","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Computer science","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":[0.0005765103,0.0007399808,0.0005113259,0.001309793,0.001551507,0.003108262,0.0004419254,0.002528052,0.07296585],"category_scores_gemma":[0.001776197,0.0002853718,0.0003679351,0.0007034758,0.001424994,0.003431122,0.00272283,0.004673022,0.02589291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006137693,"about_ca_system_score_gemma":0.000783029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053273,"about_ca_topic_score_gemma":0.004474009,"domain_scores_codex":[0.9997486,0.00007182181,0.00001185888,0.00003139979,0.00009900035,0.00003715765],"domain_scores_gemma":[0.9995846,0.0001588743,0.00002817264,0.00004279205,0.00006265515,0.0001229142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003290512,0.00005134625,0.000201266,0.0001594179,0.000007169549,0.0002881903,0.0007509519,0.00003941,0.0002095599,0.05095522,0.8212358,0.1260687],"study_design_scores_gemma":[0.000004767242,0.00001114355,0.0001824456,0.0001630077,0.000002828064,0.0003983427,0.0002229058,0.0000135542,0.00002375173,0.006959491,0.9920142,0.000003578152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001812795,0.1931448,0.001805162,0.08455879,0.04330076,0.00004523398,0.0001239237,0.0002970535,0.6749113],"genre_scores_gemma":[0.004203905,0.03115746,0.0008585716,0.01970302,0.01058818,0.00003163725,0.00004536818,0.00008328821,0.9333286],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07296585,"threshold_uncertainty_score":0.2440951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07321634515296598,"score_gpt":0.3552329818904212,"score_spread":0.2820166367374552,"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."}}