{"id":"W2232302555","doi":"10.7748/ns2012.08.26.48.62.p9054","title":"My rocky road to a new life","year":2012,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","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":[0.008129413,0.001052168,0.001041271,0.0007733411,0.02148646,0.01360737,0.001731863,0.01563554,0.02579131],"category_scores_gemma":[0.0307339,0.000643551,0.001271435,0.0003854732,0.008035035,0.01255903,0.009903098,0.06501618,0.01248311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004028921,"about_ca_system_score_gemma":0.01049771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00935175,"about_ca_topic_score_gemma":0.02808872,"domain_scores_codex":[0.9933146,0.002322159,0.0002129678,0.0005886119,0.001997071,0.001564638],"domain_scores_gemma":[0.9784574,0.00295516,0.0005575268,0.0006191171,0.004406034,0.01300472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000182554,0.00003781419,0.0001566313,0.00003308817,0.000006434181,0.0001543057,0.001048393,0.0000185798,0.0001148473,0.008129972,0.9822879,0.007993662],"study_design_scores_gemma":[0.00001158259,0.00003922092,0.0003326506,0.0001876404,0.000004825864,0.0002464568,0.006555112,0.00004527369,0.00007664297,0.006193966,0.9862756,0.00003124544],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000358726,0.002611667,0.0003315619,0.9152235,0.07356017,0.0000135101,0.00001954046,0.00004225249,0.007839179],"genre_scores_gemma":[0.008235447,0.003085374,0.001048801,0.8692243,0.02047489,0.00007814714,0.0000419863,0.0001666832,0.09764438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02579131,"threshold_uncertainty_score":0.08628052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181696567002926,"score_gpt":0.5504409822728443,"score_spread":0.4322713255725518,"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."}}