{"id":"W4406572132","doi":"10.1016/j.ccol.2024.02.015","title":"10.1016/j.ccol.2024.02.015","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Oncology; Medicine; Internal medicine; Cancer","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":[0.0004789784,0.001300526,0.0006016779,0.001920094,0.001170365,0.002531582,0.001070447,0.003669835,0.9523953],"category_scores_gemma":[0.0007588081,0.0005517814,0.0007120832,0.001063043,0.0008520583,0.001739486,0.001115457,0.001436774,0.9475488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008990724,"about_ca_system_score_gemma":0.001037984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003115084,"about_ca_topic_score_gemma":0.003232982,"domain_scores_codex":[0.9997999,0.00001481403,0.0000117534,0.00005335806,0.00005416556,0.00006598511],"domain_scores_gemma":[0.9991245,0.0001298231,0.00006791054,0.00006013272,0.0001450896,0.0004725972],"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":[0.0002987609,0.0003063189,0.001850628,0.0004661561,0.00002770471,0.0003304195,0.00005385022,0.0002737497,0.001841124,0.005458449,0.3288376,0.6602553],"study_design_scores_gemma":[0.00006165553,0.00009096227,0.001916351,0.0003262321,0.00001952301,0.001051154,0.00008979764,0.0001449272,0.0005599799,0.001787173,0.9939373,0.00001491316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00169187,0.003279946,0.001409013,0.002470293,0.0007946399,0.00009485843,0.002239363,0.001064812,0.9869552],"genre_scores_gemma":[0.003379677,0.0009475491,0.0009428083,0.0008743346,0.0002238386,0.00004781551,0.001314757,0.0001595053,0.9921097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04760474,"threshold_uncertainty_score":0.06790239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003867116581783209,"score_gpt":0.1825142282095545,"score_spread":0.1786471116277712,"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."}}