{"id":"W3045963844","doi":"10.2196/18916","title":"Respiratory Health of Pacific Youth: An Observational Study of Associated Risk and Protective Factors Throughout Childhood","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Council of New Zealand","keywords":"Medicine; Cohort; Cohort study; Psychological intervention; Epidemiology; Gerontology; Pediatrics; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001653355,0.000529202,0.0007286497,0.0009829964,0.001471096,0.0009708862,0.0008622849,0.0006755985,0.0008191676],"category_scores_gemma":[0.002964455,0.0007518704,0.0008014697,0.002340934,0.0005495499,0.0009918554,0.001838901,0.001691568,0.0002991785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080335,"about_ca_system_score_gemma":0.002058093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.095598,"about_ca_topic_score_gemma":0.09993241,"domain_scores_codex":[0.9985657,0.0003353828,0.0001484223,0.0003338432,0.0003321126,0.0002845091],"domain_scores_gemma":[0.9979078,0.0001689997,0.000762264,0.0002115548,0.0003421537,0.000607311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003243448,0.00005644377,0.9990601,0.00001336224,0.00004562537,0.00004338512,0.0002291733,0.00000769247,0.00003849409,0.000007599834,0.0001208219,0.0003449211],"study_design_scores_gemma":[0.000006076891,0.00007003993,0.9990368,0.00001645443,0.00003036783,0.00009269948,0.0005116187,0.00002622,0.00001252495,0.000005490804,0.0001894945,0.000002266826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9967097,0.0003455311,0.0001045039,0.00006318322,0.000009515554,0.00006759373,0.002289936,0.000004233073,0.0004059199],"genre_scores_gemma":[0.9956988,0.0006045853,0.0003449347,0.00008866245,0.00001755606,0.000174096,0.00280177,0.000006513602,0.0002630436],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.095598,"threshold_uncertainty_score":0.1900831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7775243218075081,"score_gpt":0.6514173918592765,"score_spread":0.1261069299482316,"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."}}