{"id":"W4402645719","doi":"10.1134/s199074782470017x","title":"Structural Studies of Ion Channels: Achievements, Problems, and Perspectives","year":2024,"lang":"en","type":"article","venue":"Biochemistry (Moscow) Supplement Series A Membrane and Cell Biology","topic":"Ion channel regulation and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ion channel; Computer science; Chemistry; Computational biology; Biology; Genetics","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":[0.003328821,0.0007034246,0.0009930307,0.001258804,0.0006057751,0.001269858,0.0013296,0.001059699,0.001633171],"category_scores_gemma":[0.00234405,0.0002616018,0.0004697695,0.001487697,0.002019,0.003960372,0.00111376,0.001808745,0.0006903404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040058,"about_ca_system_score_gemma":0.001116832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007796134,"about_ca_topic_score_gemma":0.0004859836,"domain_scores_codex":[0.9992986,0.000293662,0.00004159629,0.0001286707,0.0001782419,0.00005926177],"domain_scores_gemma":[0.9986089,0.0006640477,0.00007225048,0.0002367857,0.0003076137,0.0001104529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006640792,0.0007370783,0.005544789,0.009988951,0.0002057141,0.0006053549,0.001150938,0.02211933,0.09509044,0.2855273,0.01328885,0.5650771],"study_design_scores_gemma":[0.00009448738,0.0007954621,0.009998623,0.00160059,0.0001190683,0.001688159,0.001489307,0.02461235,0.04757805,0.6365115,0.2753565,0.0001559308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04953291,0.8460224,0.07726134,0.01520185,0.0008583185,0.00005341589,0.0003719031,0.0002758698,0.01042198],"genre_scores_gemma":[0.1751355,0.7449347,0.07263876,0.001333987,0.002492003,0.00009558009,0.0007944112,0.0001063733,0.002468685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003328821,"threshold_uncertainty_score":0.01760465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223108616425402,"score_gpt":0.2628776107835818,"score_spread":0.2406465246193278,"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."}}