{"id":"W4406571784","doi":"10.1016/j.abdp.2023.06.021","title":"10.1016/j.abdp.2023.06.021","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Nuclear 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":[0.00006850093,0.0001023774,0.0001884098,0.00006383971,0.00005578917,0.00001308083,0.00007757037,0.00005500652,0.9991318],"category_scores_gemma":[0.00003103859,0.0000914453,0.00008099688,0.0002069136,0.00002707146,0.00003181832,0.00002089577,0.0001180369,0.9962587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005053083,"about_ca_system_score_gemma":0.00006311131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004940875,"about_ca_topic_score_gemma":5.156352e-7,"domain_scores_codex":[0.9992661,0.00001457622,0.0001375667,0.0001879335,0.0001746918,0.0002191352],"domain_scores_gemma":[0.9993903,0.00003147856,0.00001178079,0.0003109376,0.0000365781,0.0002189389],"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":[0.0001059726,0.00005029784,5.852061e-7,0.000007236712,0.00001585894,0.00003124666,0.00002040297,0.000008397077,0.0001146667,6.189704e-7,0.6660221,0.3336227],"study_design_scores_gemma":[0.0005244039,0.0001747081,0.0003011072,0.00004745885,0.00004713854,0.00007202935,0.000001650758,0.00005661853,0.000103044,0.000005046858,0.9985589,0.000107855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00120288,0.0001549784,9.223096e-7,0.00134545,0.000001910236,0.000191411,0.00001715026,0.00008910348,0.9969962],"genre_scores_gemma":[0.0006235687,0.00000104328,0.0001011345,0.0002344839,0.0003498091,0.00001868549,0.00003155605,0.00002138805,0.9986183],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3335148,"threshold_uncertainty_score":0.3729031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008018846166905411,"score_gpt":0.2123932394862748,"score_spread":0.2043743933193694,"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."}}