{"id":"W2511497970","doi":"10.7748/ns.17.19.31.s55","title":"Outside in","year":2003,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Pill; Medicine; Internet privacy; Computer science; 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":[0.0009385027,0.0000901738,0.0001776241,0.0001444896,0.0003043379,0.00000656449,0.00008349381,0.0001026524,0.0008166695],"category_scores_gemma":[0.0001024403,0.00008624289,0.00002269725,0.0002903369,0.00002483033,0.00007865878,0.000008568631,0.0003759693,0.0003936915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182915,"about_ca_system_score_gemma":0.0002673364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001855182,"about_ca_topic_score_gemma":0.0004516219,"domain_scores_codex":[0.9983327,0.000408749,0.0003395432,0.0001596016,0.000175304,0.0005840645],"domain_scores_gemma":[0.9994368,0.0001290462,0.00007635722,0.0002090712,0.00004410766,0.0001046043],"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":[0.0002747956,0.0001329288,0.257709,0.0007816491,0.00001363506,0.00002541188,0.04792549,0.00002447306,0.00004002755,0.4664004,0.1709973,0.05567497],"study_design_scores_gemma":[0.001398477,0.00006106652,0.03034198,0.0008668911,0.000007107428,3.871462e-7,0.004440508,0.00002572221,0.00001808912,0.01865929,0.9440332,0.0001472522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1293924,0.0001665427,0.000470421,0.005870792,0.001429168,0.0005397767,0.000009252943,0.0001035133,0.8620182],"genre_scores_gemma":[0.9881135,0.00003520381,0.001122716,0.005307303,0.0001953124,0.0000352152,0.000005041933,0.00002463136,0.005161045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8587212,"threshold_uncertainty_score":0.8941958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07485112568855223,"score_gpt":0.5129190840237094,"score_spread":0.4380679583351572,"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."}}