{"id":"W7092298481","doi":"10.5281/zenodo.17380975","title":"seadsfcaaaafffggg","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Psychosocial; Quality of life (healthcare); Anxiety; Exacerbation; Logistic regression; Hand eczema","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008546404,0.0003204632,0.0002733607,0.001211109,0.001427268,0.001654706,0.0004696462,0.0007206042,0.537128],"category_scores_gemma":[0.00173736,0.0001464767,0.0002749518,0.000762656,0.0004722268,0.0008114302,0.00157269,0.0006200174,0.2222633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189675,"about_ca_system_score_gemma":0.00211259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02206465,"about_ca_topic_score_gemma":0.03443839,"domain_scores_codex":[0.9990245,0.0002647354,0.00006799201,0.0001357936,0.0002475943,0.0002593109],"domain_scores_gemma":[0.9981999,0.0001731599,0.0001196034,0.0001190372,0.0009844111,0.0004037477],"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":[0.0004525213,0.0005483681,0.08466534,0.0003708836,0.00003712205,0.001101401,0.001541255,0.0002616144,0.003254532,0.01904476,0.5308344,0.3578878],"study_design_scores_gemma":[0.00003468901,0.0000492689,0.0326122,0.0001301998,0.000005175975,0.0004249406,0.001010138,0.0001306963,0.00031927,0.001008746,0.9642596,0.00001511257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0868234,0.001283852,0.001901798,0.004410011,0.001402612,0.0002992693,0.0109756,0.000717587,0.8921859],"genre_scores_gemma":[0.192621,0.0009926884,0.003816145,0.002214128,0.0002690433,0.000300053,0.01872821,0.0002177631,0.7808409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.462872,"threshold_uncertainty_score":0.6602308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914434581685724,"score_gpt":0.2607007722570576,"score_spread":0.2315564264402003,"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."}}