{"id":"W3161681958","doi":"10.12688/wellcomeopenres.16863.1","title":"Parent priorities for research and communication concerning childhood outcomes following preterm birth","year":2021,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"University of Edinburgh; Wellcome Trust","keywords":"Social media; Psychological intervention; Psychology; Social network analysis; Descriptive statistics; Medicine; Psychiatry; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02619753,0.0001036936,0.0002888757,0.0007873069,0.001568924,0.002571892,0.0006228538,0.000977729,0.005656303],"category_scores_gemma":[0.0837242,0.0002919509,0.0003449752,0.0007881942,0.001247654,0.00229956,0.00231433,0.001404795,0.0004958424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692398,"about_ca_system_score_gemma":0.005373929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00755151,"about_ca_topic_score_gemma":0.00841046,"domain_scores_codex":[0.9810158,0.01436861,0.001103964,0.0003495288,0.002163632,0.0009984539],"domain_scores_gemma":[0.8896826,0.07574719,0.01760103,0.002130605,0.007469662,0.007368892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004717692,0.000272366,0.3818209,0.001845688,0.00009167476,0.002550496,0.4855771,0.0003240407,0.00160175,0.002938637,0.01544983,0.1070558],"study_design_scores_gemma":[0.00004605101,0.0006998118,0.4156446,0.00193318,0.00007913403,0.001516607,0.5383622,0.0004193242,0.0009135548,0.001569052,0.03870778,0.0001087579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748727,0.0008736605,0.001023542,0.01318476,0.0001082421,0.0001134857,0.0003164469,0.00002292375,0.009484337],"genre_scores_gemma":[0.9939039,0.00145078,0.001774058,0.001187702,0.0000347186,0.0001782251,0.0001702833,0.000009608778,0.001290752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02619753,"threshold_uncertainty_score":0.1385474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.298666332276987,"score_gpt":0.4755562626296224,"score_spread":0.1768899303526354,"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."}}