{"id":"W4396544333","doi":"10.1038/d41586-024-01311-1","title":"Sex and gender discussions don't need to be toxic","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Psychology","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":[0.0161437,0.0008384267,0.001347293,0.0008874075,0.008869238,0.00900751,0.001894762,0.01238379,0.04010173],"category_scores_gemma":[0.04419847,0.0006284272,0.0008004,0.0005391154,0.02876903,0.01851808,0.007636563,0.01803807,0.01185667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003067582,"about_ca_system_score_gemma":0.006154135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861071,"about_ca_topic_score_gemma":0.005687061,"domain_scores_codex":[0.984697,0.008323031,0.0004108264,0.0008141133,0.004467551,0.001287485],"domain_scores_gemma":[0.9718547,0.01546645,0.001804265,0.003156205,0.003181432,0.004536774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003158469,0.0003213368,0.001897201,0.0007727029,0.0001166735,0.0005037315,0.01798233,0.0001349909,0.001155488,0.5124106,0.3219168,0.1424723],"study_design_scores_gemma":[0.00008106752,0.0001046967,0.0007872233,0.0009125265,0.00005101643,0.0003562201,0.009525367,0.00004265933,0.0005963569,0.1411928,0.8463151,0.000034884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004504554,0.02036054,0.002652008,0.8140697,0.0356997,0.00005206121,0.0000825246,0.0001715999,0.1224074],"genre_scores_gemma":[0.1599063,0.01504461,0.003262833,0.6718544,0.0218494,0.0002759511,0.000100869,0.0005113996,0.1271943],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04010173,"threshold_uncertainty_score":0.1341537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342897127235598,"score_gpt":0.3809264532660953,"score_spread":0.3466367405425355,"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."}}