{"id":"W2020442814","doi":"10.1016/j.resuscitation.2006.10.021","title":"Design and implementation of resuscitation research: Special challenges and potential solutions","year":2007,"lang":"en","type":"review","venue":"Resuscitation","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychological intervention; Medicine; Interim; External validity; Waiver; Internal validity; Intervention (counseling); Informed consent; Randomized controlled trial; Clinical trial; Interim analysis; Face validity; Emergency department; Medical emergency; Nursing; Alternative medicine; Clinical psychology; Social psychology; Psychology; Psychometrics; Surgery","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1988526,0.0003995505,0.003928726,0.002481462,0.0003643719,0.0005516181,0.0006653742,0.0003080285,0.0004988989],"category_scores_gemma":[0.01341312,0.0002423795,0.0007795822,0.001743063,0.0002607073,0.0004359789,0.0001920311,0.0003353544,0.0002012917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101827,"about_ca_system_score_gemma":0.0002744507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001543282,"about_ca_topic_score_gemma":0.00006041893,"domain_scores_codex":[0.9520258,0.02825751,0.0104488,0.00158557,0.007150379,0.0005319775],"domain_scores_gemma":[0.9782759,0.0122918,0.005499258,0.001410736,0.002350702,0.0001716068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007584762,0.00001716755,0.000001829625,0.002571559,0.0001471622,0.00000375859,0.001344934,0.000005577969,0.000003613713,0.01020807,0.00466481,0.9810239],"study_design_scores_gemma":[0.0003755716,0.0002028424,0.0009753831,0.002177967,0.00123367,0.0000379367,0.006718569,0.0003915793,0.000001687334,0.03582572,0.9516593,0.0003997527],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005081165,0.9733346,0.0216925,0.0001897225,0.0004004455,0.002597645,0.00004208419,0.000004903448,0.001687367],"genre_scores_gemma":[0.0003195847,0.9895183,0.00903048,0.000004246906,0.000580615,0.0001004638,0.00009011602,0.00002533832,0.0003308987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9806242,"threshold_uncertainty_score":0.9948973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9126644071586321,"score_gpt":0.6249603660405284,"score_spread":0.2877040411181037,"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."}}