{"id":"W3108525751","doi":"10.1016/j.abdp.2020.05.004","title":"10.1016/j.abdp.2020.05.004","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer Diagnosis and Treatment","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004057078,0.0001190336,0.0002062283,0.00003376374,0.0000369711,0.00001545383,0.00005204826,0.00004100109,0.9982004],"category_scores_gemma":[0.00001040469,0.0000982601,0.00008925133,0.000139038,0.00001781576,0.00002699633,0.00001595373,0.0000631935,0.992296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137128,"about_ca_system_score_gemma":0.00004596095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007323806,"about_ca_topic_score_gemma":7.271574e-7,"domain_scores_codex":[0.9993102,0.000009810564,0.0001292411,0.0002099552,0.0001407996,0.0002000041],"domain_scores_gemma":[0.9994578,0.00002601145,0.00001535687,0.0002727798,0.0000282156,0.0001997808],"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":[0.0001082548,0.0001595533,0.00000159991,0.000006814936,0.00004628096,0.0000592796,0.0000108752,0.000006463611,0.00001735218,3.50355e-7,0.4548574,0.5447258],"study_design_scores_gemma":[0.0009668983,0.0005833658,0.0003683891,0.00006148103,0.0001032146,0.00005740542,7.13164e-7,0.00001896375,0.0002985713,0.000002426124,0.9974389,0.00009963959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002488235,0.0004238707,8.867595e-8,0.002717184,0.000002021278,0.0003046126,0.00001978559,0.00008547131,0.9939587],"genre_scores_gemma":[0.001149953,0.000004854109,0.00006936732,0.0002296463,0.0002349237,0.0000720814,0.00003344941,0.00002244126,0.9981833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5446261,"threshold_uncertainty_score":0.4006931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006044648251379172,"score_gpt":0.2019787171040515,"score_spread":0.1959340688526723,"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."}}