{"id":"W7134467578","doi":"","title":"0023 Stuck in NY","year":2024,"lang":"","type":"article","venue":"NWCommons (Northwestern College - Iowa)","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007683669,0.001120805,0.001492127,0.001142552,0.0003287973,0.0004349313,0.0007975643,0.000520376,0.003639832],"category_scores_gemma":[0.00004285739,0.001094117,0.0007729399,0.00260882,0.0003088899,0.0007031875,0.000784518,0.00222046,0.002451795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137544,"about_ca_system_score_gemma":0.001035519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005969603,"about_ca_topic_score_gemma":0.03320402,"domain_scores_codex":[0.9932998,0.0003854273,0.001772742,0.001607071,0.001209333,0.00172559],"domain_scores_gemma":[0.9963995,0.0007098842,0.000170085,0.001738298,0.0001131994,0.0008690533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002013116,0.004967673,0.6973916,0.004201835,0.002017413,0.0909862,0.008033973,0.0001206314,0.0008813608,0.009549935,0.1174706,0.06236568],"study_design_scores_gemma":[0.008619623,0.002966357,0.1541585,0.007184393,0.001687698,0.00215859,0.005462602,0.006789624,0.0005205604,0.0005147176,0.8075423,0.002394976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106049,0.03971756,0.00006125844,0.01565876,0.00618513,0.002203771,0.001787735,0.0003987241,0.02338216],"genre_scores_gemma":[0.9785306,0.001615803,0.0001068556,0.002975846,0.001861367,0.0002250593,0.0002523744,0.0002586979,0.01417337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6900717,"threshold_uncertainty_score":0.9991509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020163644668824,"score_gpt":0.2953405040573431,"score_spread":0.2751768593885191,"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."}}