{"id":"W4406564279","doi":"10.1016/j.abdp.2024.07.020","title":"10.1016/j.abdp.2024.07.020","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Materials science","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":[0.0005453673,0.001416856,0.0006781563,0.001888537,0.001202349,0.001976396,0.001221359,0.004078597,0.9588729],"category_scores_gemma":[0.001414253,0.0005553719,0.0007629094,0.0009234283,0.000797222,0.002337601,0.001333288,0.001514032,0.9613284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008169654,"about_ca_system_score_gemma":0.0009641162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003505765,"about_ca_topic_score_gemma":0.003006282,"domain_scores_codex":[0.9997411,0.00002103484,0.00002493422,0.00006010789,0.00007351563,0.00007926073],"domain_scores_gemma":[0.9987513,0.0002283538,0.0001064813,0.00007584993,0.0002765006,0.0005615728],"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":[0.000302395,0.000220396,0.002455663,0.000383067,0.00002755354,0.0004248889,0.00005292471,0.0002954655,0.000694453,0.003094872,0.4100883,0.58196],"study_design_scores_gemma":[0.0000916131,0.0001327767,0.003376852,0.000619486,0.00003034799,0.002553951,0.0001251332,0.0002633469,0.0004474992,0.002593724,0.9897383,0.00002680837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001365458,0.002356055,0.0008691421,0.002924743,0.001253402,0.0000769437,0.001936717,0.0008147862,0.9884028],"genre_scores_gemma":[0.003630486,0.0009506877,0.0009337314,0.001195134,0.0004125717,0.00005092397,0.0013725,0.0001659012,0.9912882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04112715,"threshold_uncertainty_score":0.05866289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008436400612204496,"score_gpt":0.1908556434114359,"score_spread":0.1824192427992314,"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."}}