{"id":"W2514272389","doi":"10.7748/ns.17.9.16.s31","title":"Gene genies","year":2002,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Focus (optics); Medicine; Psychology; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.00009036822,0.00005201955,0.0001077329,0.0000429628,0.0000734342,0.00001140133,0.00002144692,0.0001026772,0.0005462317],"category_scores_gemma":[0.00001891249,0.00003956504,0.00004024457,0.00009772357,0.0003592855,0.00001988129,0.000003194522,0.0001282618,0.00002781633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007979902,"about_ca_system_score_gemma":0.00001976599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001364331,"about_ca_topic_score_gemma":3.745524e-7,"domain_scores_codex":[0.9993667,0.000009691435,0.00009585504,0.0001026611,0.0003031203,0.0001219504],"domain_scores_gemma":[0.9997051,0.00001046477,0.00001959968,0.0001127047,0.00006304051,0.00008913743],"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":[0.0001159002,0.0001266752,0.0002315151,0.00004096367,0.00003192143,0.00002370537,0.002024862,0.000002079934,0.01370109,0.004693379,0.03640205,0.9426059],"study_design_scores_gemma":[0.008109963,0.002493948,0.03229342,0.002054866,0.0004483814,0.0006909965,0.0006482031,0.01018514,0.08753046,0.04430154,0.8105252,0.0007178822],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4549405,0.01378419,0.02892574,0.3043539,0.003153841,0.0006962275,0.00006062921,0.0006077572,0.1934772],"genre_scores_gemma":[0.9933447,0.0001057658,0.003913334,0.0004103088,0.0002552008,0.000001036277,0.000007715061,0.000009823449,0.001952095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.941888,"threshold_uncertainty_score":0.5980854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03691606572022292,"score_gpt":0.3161169585687565,"score_spread":0.2792008928485336,"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."}}