{"id":"W4240971876","doi":"10.1177/1365712719853154","title":"Case commentary","year":2019,"lang":"en","type":"article","venue":"The International Journal of Evidence & Proof","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004280191,0.00006182912,0.0001258135,0.00007472732,0.00002592005,0.00002350641,0.0002691303,0.00002919274,0.0004631715],"category_scores_gemma":[0.00008960243,0.00002891306,0.0001244984,0.00005246437,0.00003676633,0.0002101327,0.00004755363,0.0003397476,0.000061213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007314508,"about_ca_system_score_gemma":0.00007006257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002480975,"about_ca_topic_score_gemma":0.00000420886,"domain_scores_codex":[0.9990716,0.00002764409,0.0002895175,0.00005998797,0.0004760314,0.00007520689],"domain_scores_gemma":[0.9991048,0.0001953758,0.0001974598,0.0001300304,0.0003199753,0.00005237574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.01018913,0.002162758,0.2826818,0.0002193618,0.007843046,0.1015422,0.01022273,0.001341205,0.05823394,0.002209784,0.2985164,0.2248376],"study_design_scores_gemma":[0.00920375,0.003116621,0.02636732,0.01123296,0.001055874,0.7590755,0.002113939,0.001273003,0.05960891,0.003288506,0.1232276,0.0004360072],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9109963,0.001447953,0.00004014897,0.08589975,0.0008900726,0.0001403033,8.926891e-7,0.000004520834,0.0005800414],"genre_scores_gemma":[0.9919593,0.0003125614,0.0001497137,0.006451682,0.000580092,6.103958e-7,7.78363e-7,0.000006508446,0.000538724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6575333,"threshold_uncertainty_score":0.5071403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07591591282140106,"score_gpt":0.3452271423078668,"score_spread":0.2693112294864658,"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."}}