{"id":"W2924080661","doi":"10.1002/eahr.500007","title":"A Framework for Assessing Scientific Merit in Ethical Review of Clinical Research","year":2019,"lang":"en","type":"article","venue":"Ethics & Human Research","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Confusion; Engineering ethics; Research ethics; Function (biology); Value (mathematics); Bioethics; Psychology; Political science; Computer science; Law; Engineering","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","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5533493,0.002984379,0.00426109,0.02373536,0.01859729,0.03684921,0.009745318,0.02979012,0.003314457],"category_scores_gemma":[0.5174639,0.002522495,0.004156279,0.01234488,0.117345,0.02737398,0.02063523,0.02924569,0.001546897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03039105,"about_ca_system_score_gemma":0.06563596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00865111,"about_ca_topic_score_gemma":0.01221094,"domain_scores_codex":[0.2015873,0.7094805,0.03434277,0.01003841,0.03983155,0.004719508],"domain_scores_gemma":[0.273223,0.5924155,0.03461449,0.02078216,0.06908182,0.00988312],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002150557,0.00002091217,0.0003202111,0.0003998505,0.0000489259,0.0001202266,0.006586745,0.0004197787,0.00005981609,0.9708297,0.0106918,0.01048052],"study_design_scores_gemma":[0.00005945402,0.0000431494,0.000333639,0.001700627,0.00004690541,0.0002149953,0.002305709,0.001575505,0.0001186261,0.944297,0.04920985,0.00009448364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002473065,0.01441662,0.5132361,0.3795033,0.007480798,0.002578772,0.0002179605,0.0002771869,0.07981616],"genre_scores_gemma":[0.1252111,0.003431843,0.8200665,0.03700036,0.004761762,0.006582804,0.0001288322,0.0001365147,0.002680425],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9702099,"threshold_uncertainty_score":0.5508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9559989532305971,"score_gpt":0.8310511451685302,"score_spread":0.124947808062067,"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."}}