{"id":"W4283015513","doi":"10.1097/nur.0000000000000680","title":"All in the Family","year":2022,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Credibility; Context (archaeology); Qualitative research; Triangulation; Medicine; Family caregivers; Theme (computing); Nursing; Psychology; Family medicine; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001163014,0.00007601718,0.00021258,0.0000532081,0.0001016787,0.00001533309,0.0002918818,0.00003805373,0.001165846],"category_scores_gemma":[0.000307725,0.00005457107,0.0001956357,0.0002745077,0.0002155942,0.00001100331,0.00007799803,0.0007036843,0.0001111521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312516,"about_ca_system_score_gemma":0.0001281584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000759107,"about_ca_topic_score_gemma":0.00002977633,"domain_scores_codex":[0.9981319,0.0004661179,0.0003622545,0.0002604173,0.000538677,0.0002406495],"domain_scores_gemma":[0.9991785,0.000234572,0.00003447755,0.0004347612,0.00002300115,0.0000946342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001012185,0.00494244,0.1647428,0.00003168879,0.00009641972,0.002035541,0.001011127,0.00001315799,0.0003848325,0.01174546,0.7141434,0.09984092],"study_design_scores_gemma":[0.001240447,0.0002995157,0.3284678,0.000002858711,0.00001974628,0.00002584099,0.001192001,0.00002125727,0.000002435358,0.0003372684,0.6683444,0.00004639737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8381425,0.0005834561,0.000009283637,0.02780533,0.0008049498,0.0007478354,0.00001288055,0.00002400183,0.1318698],"genre_scores_gemma":[0.9703385,0.0002082705,0.00005899794,0.02607161,0.0008129406,0.00008595008,0.00003684766,0.00001997857,0.002366933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163725,"threshold_uncertainty_score":0.9997472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540556617504626,"score_gpt":0.4607524255196431,"score_spread":0.3066967637691805,"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."}}