{"id":"W4406564252","doi":"10.1016/j.abdp.2024.10.002","title":"10.1016/j.abdp.2024.10.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004613294,0.001441589,0.0005684133,0.001771869,0.001000403,0.001476634,0.001043169,0.003804764,0.9434477],"category_scores_gemma":[0.001041702,0.0004962206,0.0008103785,0.0007242686,0.0007551829,0.002079507,0.001075437,0.001435896,0.9312623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006847933,"about_ca_system_score_gemma":0.0006676701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769186,"about_ca_topic_score_gemma":0.002498062,"domain_scores_codex":[0.9997177,0.00002575302,0.00002876963,0.00006535369,0.00007432437,0.00008814663],"domain_scores_gemma":[0.9991093,0.0001923909,0.00008631886,0.00005462463,0.0001946929,0.0003625368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003788731,0.0003391874,0.00460273,0.0005146578,0.00004029789,0.000774892,0.00005908923,0.0003457579,0.0009388659,0.002726971,0.2846487,0.7046299],"study_design_scores_gemma":[0.0001348075,0.0002150291,0.006255402,0.0009458513,0.00004846151,0.006671852,0.0001761555,0.0005114971,0.0007748136,0.003106769,0.9811218,0.00003754517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002642043,0.003400404,0.00119361,0.002962688,0.001011126,0.00008618786,0.001529156,0.0008289842,0.9863458],"genre_scores_gemma":[0.007699314,0.001491059,0.001437483,0.001430992,0.0005177667,0.00006193556,0.001245081,0.000187288,0.9859292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05655229,"threshold_uncertainty_score":0.08066487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005842805391445377,"score_gpt":0.1908695274668994,"score_spread":0.1850267220754541,"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."}}