{"id":"W2954945716","doi":"10.1111/nup.12245","title":"Problems we do not fully understand","year":2019,"lang":"en","type":"article","venue":"Nursing Philosophy","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Citation; Library science; Sociology; Psychology; History; Computer science","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":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002635776,0.0001949619,0.0002979029,0.0001207213,0.0009373963,0.00002314188,0.0003384539,0.0005544874,0.001758186],"category_scores_gemma":[0.00128175,0.00017717,0.00007115541,0.0002678503,0.0003161018,0.0002674463,0.00006402432,0.004821843,0.005823861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004433907,"about_ca_system_score_gemma":0.0003418457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001857199,"about_ca_topic_score_gemma":0.000003729273,"domain_scores_codex":[0.996349,0.001292351,0.0004983895,0.0004515939,0.0007980638,0.0006106044],"domain_scores_gemma":[0.995129,0.003489618,0.0002783868,0.0006635909,0.0001930109,0.0002463391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002009262,0.0002152692,0.001266801,0.0008895863,0.00003745638,0.000007715226,0.01768964,0.00001918001,0.0009790529,0.9550483,0.02053906,0.003107006],"study_design_scores_gemma":[0.001198877,0.0001713697,0.0002910583,0.003527506,0.00003861517,0.000004348421,0.003641058,0.00009406474,0.00002647591,0.9376819,0.05307687,0.0002478213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008874546,0.0004577357,0.0007438273,0.2132924,0.00488743,0.0009878582,0.000008453674,0.0002205919,0.7705271],"genre_scores_gemma":[0.9853658,0.0001065645,0.001192936,0.008688705,0.001284042,0.00002190869,0.000007471135,0.00006227294,0.003270318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9764912,"threshold_uncertainty_score":0.9991543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177803585991043,"score_gpt":0.4717040432124307,"score_spread":0.2939004572213877,"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."}}