{"id":"W4292116273","doi":"10.1111/j.1468-3083.2007.02245.x","title":"Abstracts of Invited Speakers","year":2007,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Citation; Library science; Information retrieval; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002381034,0.001495268,0.0008373453,0.002006828,0.001736833,0.003702777,0.001166941,0.003696063,0.3052916],"category_scores_gemma":[0.008094814,0.0003598126,0.0008118767,0.0009197714,0.0002967556,0.001418184,0.002470317,0.002495774,0.1511261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162144,"about_ca_system_score_gemma":0.002344056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001256303,"about_ca_topic_score_gemma":0.00239179,"domain_scores_codex":[0.9985926,0.0002296179,0.00007773485,0.0002143673,0.0006076026,0.0002781085],"domain_scores_gemma":[0.993486,0.0008483232,0.0003539992,0.0001684226,0.003058288,0.002085039],"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":[0.00009834505,0.0000322084,0.0001416013,0.0001412802,0.000004703863,0.0001167766,0.00003932851,0.00002456669,0.0003892407,0.0003557444,0.9770471,0.02160902],"study_design_scores_gemma":[0.00003988845,0.00004441326,0.001517672,0.0001561746,0.00001128697,0.0001610317,0.0001850586,0.00009491063,0.0001894164,0.0005780086,0.9970112,0.00001103007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.004628084,0.02466378,0.001986159,0.091897,0.6398553,0.001305135,0.003747475,0.0006079009,0.2313092],"genre_scores_gemma":[0.01178395,0.007053653,0.0008104842,0.01430956,0.1217368,0.0007974434,0.001892927,0.00031072,0.8413045],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6947085,"threshold_uncertainty_score":0.9909173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875140298744854,"score_gpt":0.2492133142133961,"score_spread":0.2304619112259475,"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."}}