{"id":"W2132077320","doi":"10.1177/1077800412456963","title":"The Constitutive Nature of Vital Signs","year":2012,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Realm; Narrative; Sociology; Politics; Negotiation; Representation (politics); Autoethnography; Psychoanalysis; Aesthetics; Media studies; Gender studies; Psychology; Law; Social science; Philosophy; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007822426,0.0003126787,0.0003904735,0.00160869,0.004978418,0.01095208,0.001414583,0.002787615,0.004153914],"category_scores_gemma":[0.02196185,0.0005541634,0.0003746684,0.001240353,0.06999471,0.009438911,0.005946713,0.004079124,0.0007629861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002673566,"about_ca_system_score_gemma":0.003353289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001778263,"about_ca_topic_score_gemma":0.00168392,"domain_scores_codex":[0.9931058,0.004051859,0.0003055928,0.0008703872,0.001215832,0.0004505059],"domain_scores_gemma":[0.9872671,0.007786022,0.001266618,0.001901923,0.001205699,0.000572642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001804228,0.000008325138,0.0008148865,0.0001188797,0.000005159183,0.0002738136,0.07085263,0.00009364334,0.0008185052,0.9171153,0.001358324,0.008522535],"study_design_scores_gemma":[0.00002338766,0.00005363516,0.001860102,0.0009509826,0.00002982403,0.001671188,0.03981386,0.0005078266,0.00216346,0.6318321,0.3210444,0.00004912947],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1119271,0.009895307,0.1102183,0.05514543,0.001509684,0.0001692991,0.0002951983,0.0002625739,0.7105771],"genre_scores_gemma":[0.9750611,0.001492409,0.007814679,0.001627845,0.0003940066,0.0001515236,0.00007265398,0.0001169787,0.01326878],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01095208,"threshold_uncertainty_score":0.04136944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.485111265125637,"score_gpt":0.5912026791422618,"score_spread":0.1060914140166248,"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."}}