{"id":"W4406422479","doi":"10.1016/j.abdp.2023.12.013","title":"10.1016/j.abdp.2023.12.013","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","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":[0.00008800393,0.0001664721,0.0003043963,0.00007348063,0.000071115,0.00001416841,0.0001130108,0.00005831901,0.9979796],"category_scores_gemma":[0.00003949961,0.0001500442,0.00007950367,0.0001827764,0.00005384365,0.00004515878,0.00005165053,0.000129908,0.9954736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009485985,"about_ca_system_score_gemma":0.00004529504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004587748,"about_ca_topic_score_gemma":8.301721e-7,"domain_scores_codex":[0.9989581,0.00001916499,0.0001861582,0.0002764633,0.0002423461,0.0003177293],"domain_scores_gemma":[0.9993273,0.00004874086,0.00002395408,0.0003789393,0.00004273096,0.0001783402],"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":[0.000198706,0.00004639415,0.000006664065,0.00001548406,0.00006302656,0.00003534196,0.0000318144,0.000004079448,0.00003045145,3.469894e-7,0.6222426,0.3773251],"study_design_scores_gemma":[0.0006403154,0.0003606814,0.002063941,0.00005872002,0.00006491412,0.00004456376,0.000003063979,0.00001971797,0.0001648113,0.000004870755,0.9964119,0.0001624766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001207476,0.0003995028,4.591117e-7,0.001531319,0.000003627391,0.0003078342,0.00001408011,0.0001119055,0.9964238],"genre_scores_gemma":[0.0004520382,0.000002071831,0.0002650477,0.0001987489,0.0004290596,0.00004944959,0.00001161474,0.0000357542,0.9985562],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3771626,"threshold_uncertainty_score":0.6118624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008264327143587238,"score_gpt":0.2020950224701866,"score_spread":0.1938306953265993,"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."}}