{"id":"W6930220730","doi":"10.5281/zenodo.11504135","title":"NanoDefense Pro Reviews - [NanoDefense Pro Canada] NanoDefense Pro For Nail Fungus, NanoDefense Pro Reviews And Complaints","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Product (mathematics); Limiting; Filter (signal processing)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003266437,0.00123206,0.002193809,0.0007934998,0.001281547,0.0007618676,0.0009636313,0.0005406649,0.007531718],"category_scores_gemma":[0.00361592,0.00103794,0.0005460083,0.001026833,0.0004993291,0.0001881021,0.001393792,0.001158133,0.007361577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006483724,"about_ca_system_score_gemma":0.0001962056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003522688,"about_ca_topic_score_gemma":0.0004439488,"domain_scores_codex":[0.9922575,0.001311035,0.00163999,0.002168328,0.001180589,0.001442583],"domain_scores_gemma":[0.9951116,0.00009365287,0.001001611,0.001831538,0.001057058,0.000904576],"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":[0.0005625022,0.0002531493,0.000004865342,0.01160932,0.0003286776,0.0004371841,0.0004867635,6.916925e-7,0.001235056,0.000577037,0.9425622,0.04194251],"study_design_scores_gemma":[0.001441371,0.0005671244,0.00001405513,0.00562533,0.0006096015,0.001648786,0.00010377,0.0001058284,0.0001901886,0.0001366399,0.9884898,0.00106749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009830012,0.1412426,0.0009845812,0.004403347,0.002036111,0.03498247,0.004406771,0.003553072,0.807408],"genre_scores_gemma":[0.00283376,0.02533704,0.002264013,0.002945733,0.001790775,0.0000358977,0.009727264,0.02175025,0.9333153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1259072,"threshold_uncertainty_score":0.9992071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06437012962225881,"score_gpt":0.2816412915730158,"score_spread":0.217271161950757,"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."}}