{"id":"W754906216","doi":"","title":"Yet Another PDA Presentation","year":2012,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Presentation (obstetrics); Computer science; Medicine","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":[0.0001773145,0.0001978713,0.0001519061,0.0004359049,0.0002223988,0.0006743427,0.0009828549,0.0001024198,0.00004776262],"category_scores_gemma":[0.00002342256,0.0002082527,0.0000816121,0.0008912635,0.00004584451,0.01160832,0.0005037846,0.0001826666,0.0005634817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009576285,"about_ca_system_score_gemma":0.00007340006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001087453,"about_ca_topic_score_gemma":0.00002714471,"domain_scores_codex":[0.9985247,0.0001338659,0.0001623263,0.0003421385,0.0003760142,0.0004609972],"domain_scores_gemma":[0.9991042,0.00008696971,0.0001121352,0.0004036011,0.00005850317,0.0002346124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002417471,0.00007249901,0.9965083,0.000009177513,0.00002587558,0.00001969471,0.0007601993,0.000004499898,0.0001290307,0.001169249,0.00002741036,0.001249888],"study_design_scores_gemma":[0.0005158079,0.0000411105,0.9415807,0.00002611694,0.000009346145,0.00001877708,0.0000744371,0.00000135624,0.005464938,0.0002445647,0.05170848,0.0003143451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758795,0.00007466049,0.01416415,0.0002943646,0.0005047837,0.000170147,0.000002831654,0.0003552925,0.008554221],"genre_scores_gemma":[0.9455718,0.00001182727,0.0004311405,0.0005921783,0.0000907229,0.000001145515,0.000007290166,0.00001756164,0.05327629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05492758,"threshold_uncertainty_score":0.8492298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09875246264778705,"score_gpt":0.2920238938079371,"score_spread":0.1932714311601501,"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."}}