{"id":"W6939767033","doi":"10.6084/m9.figshare.22599989.v1","title":"Additional file 2 of The reporting of prognostic prediction models for obstetric care was poor: a cross-sectional survey of 10-year publications","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Predictive modelling; MEDLINE; Tripod (photography); Prognostic model; Data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002718036,0.00079437,0.001091152,0.005533551,0.0007670409,0.001150277,0.00129679,0.0008463471,0.7257349],"category_scores_gemma":[0.05871921,0.0004345669,0.0008166708,0.00739462,0.0002783224,0.00176621,0.00102765,0.0007910618,0.060973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240752,"about_ca_system_score_gemma":0.002094269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008184697,"about_ca_topic_score_gemma":0.01252817,"domain_scores_codex":[0.9978149,0.00046202,0.0008757959,0.0003027123,0.0003408557,0.0002036109],"domain_scores_gemma":[0.9257042,0.05274141,0.009984612,0.002994433,0.007625666,0.0009496174],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000415556,0.00009328536,0.01334102,0.00515983,0.00008901597,0.00006842538,0.0001641026,0.0002917127,0.00008365299,0.0009470421,0.9707455,0.008600848],"study_design_scores_gemma":[0.006224582,0.0004914144,0.2030239,0.01105684,0.0005827424,0.0009730841,0.002096941,0.002012739,0.0009537886,0.01105941,0.7612636,0.0002609353],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0005513654,0.00002249054,0.0001448781,0.000121466,0.00001459976,0.0001318531,0.9981522,0.00007291954,0.0007880798],"genre_scores_gemma":[0.01900883,0.0002624933,0.003094329,0.0006368666,0.000158326,0.00544179,0.9614286,0.0003926327,0.009576245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.997282,"threshold_uncertainty_score":0.3912058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1801905712268282,"score_gpt":0.3539311285036308,"score_spread":0.1737405572768026,"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."}}