{"id":"W1480209957","doi":"10.1186/1471-2431-11-6","title":"NeOProM: Neonatal Oxygenation Prospective Meta-analysis Collaboration study protocol","year":2011,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Health Research Council of New Zealand; National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Retinopathy of prematurity; Prospective cohort study; Pediatrics; Meta-analysis; Cerebral palsy; Randomized controlled trial; Clinical trial; Intensive care medicine; Gestational age; Surgery; Pregnancy; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001031495,0.0002535352,0.000853418,0.0004891279,0.0001494936,0.00004226985,0.0001304586,0.0001042761,0.0003595918],"category_scores_gemma":[0.0007106971,0.0001926123,0.000486112,0.002246392,0.00004194362,0.0002276814,0.00009200742,0.0001931306,0.00006129465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592987,"about_ca_system_score_gemma":0.0002610627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009390849,"about_ca_topic_score_gemma":0.0006708725,"domain_scores_codex":[0.997506,0.0002021813,0.0005014511,0.0005340536,0.001023246,0.0002331147],"domain_scores_gemma":[0.9977288,0.00007038748,0.0003207013,0.0005057685,0.001265298,0.0001090931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006230915,0.001567258,0.9546062,0.0002004136,0.02633548,0.00004141282,0.01508054,0.00001339929,0.0000113891,0.0001204503,0.001256438,0.0001438758],"study_design_scores_gemma":[0.00263841,0.0009903675,0.6933179,8.190068e-7,0.2969014,0.000007224145,0.004791373,0.0002437012,0.0002818225,0.0002795604,0.0002682342,0.0002791025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2901478,0.000987894,0.002748526,0.0003565686,0.0002883895,0.6865909,0.00007963299,0.0005543535,0.01824602],"genre_scores_gemma":[0.790036,0.000003326804,0.01096726,0.00005283148,0.0003194497,0.1978916,0.00002448778,0.00002943355,0.0006756825],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4998882,"threshold_uncertainty_score":0.7854502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082161906609413,"score_gpt":0.3519754401308476,"score_spread":0.2437592494699063,"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."}}