{"id":"W4406571791","doi":"10.1016/j.abdp.2024.01.004","title":"10.1016/j.abdp.2024.01.004","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":[0.0004716977,0.001246006,0.0006231278,0.001600856,0.001108883,0.001719957,0.001088889,0.003597501,0.9498646],"category_scores_gemma":[0.001070168,0.0005225285,0.0007444073,0.0007189442,0.0007573438,0.001968043,0.001133106,0.001493349,0.9454823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007361938,"about_ca_system_score_gemma":0.0007888468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273434,"about_ca_topic_score_gemma":0.002487069,"domain_scores_codex":[0.9997634,0.00002007107,0.00002144888,0.00005264264,0.0000660308,0.00007640956],"domain_scores_gemma":[0.9989261,0.0002002091,0.0000789673,0.00006705083,0.0002152295,0.0005124981],"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":[0.0003612149,0.00024754,0.002578452,0.0003868603,0.00003021368,0.0005369759,0.00004694794,0.0002953616,0.00109606,0.002875289,0.3647711,0.626774],"study_design_scores_gemma":[0.0000958411,0.0001264056,0.003537808,0.0004650381,0.0000239886,0.002853554,0.0001023573,0.000243138,0.0006082,0.001960934,0.9899601,0.00002276658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001816918,0.002870391,0.0009394688,0.003284174,0.001306739,0.00007566383,0.001650727,0.0007352795,0.9873208],"genre_scores_gemma":[0.003935935,0.00097559,0.0009239732,0.000980855,0.0003921495,0.00004159144,0.001113199,0.0001348592,0.9915018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05013537,"threshold_uncertainty_score":0.07151192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010307376596339,"score_gpt":0.2401108588957782,"score_spread":0.2298034822994392,"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."}}