{"id":"W3184316255","doi":"10.1016/j.bjorlp.2021.05.005","title":"10.1016/j.bjorlp.2021.05.005","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.00008935319,0.0001697659,0.0003149183,0.00007761087,0.00007158404,0.00001476463,0.0001116185,0.00005776903,0.998226],"category_scores_gemma":[0.00004087294,0.0001512025,0.00008177527,0.0002362315,0.00005553859,0.00004532667,0.00005178391,0.0001319607,0.9939384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007903,"about_ca_system_score_gemma":0.00004887512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000275438,"about_ca_topic_score_gemma":3.94633e-7,"domain_scores_codex":[0.9989393,0.00001932805,0.0001890207,0.0002842152,0.0002486927,0.0003194374],"domain_scores_gemma":[0.9993173,0.00004719707,0.00002510827,0.0003839116,0.00004306289,0.00018337],"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":[0.0001711737,0.00004702578,0.00000433061,0.00001186102,0.00005748264,0.0000434164,0.00002746285,0.000003023378,0.00003595692,3.964236e-7,0.5173888,0.4822091],"study_design_scores_gemma":[0.0006965093,0.0003673095,0.001010782,0.00006090611,0.00006605002,0.00005788658,0.000002713021,0.00001588444,0.0002838151,0.000004558505,0.9972702,0.0001634162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001102079,0.0004542618,5.411378e-7,0.002023603,0.000003874425,0.0002952684,0.00001176546,0.00007978891,0.9960288],"genre_scores_gemma":[0.0005196792,0.000002719489,0.0002928972,0.0002076901,0.0005296528,0.00004308238,0.00001151521,0.00003635665,0.9983564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4820457,"threshold_uncertainty_score":0.616586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006935190259626782,"score_gpt":0.2042628102740112,"score_spread":0.1973276200143844,"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."}}