{"id":"W6926721194","doi":"10.25384/sage.c.6655332","title":"Talking Lines: A Research Protocol Integrating Verbal and Visual Narratives to Understand the Experiences of People Affected by Rarer Forms of Dementia","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Dementia; Narrative; Construct (python library); Cognition; Population; Affect (linguistics); Qualitative research; Protocol (science)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.07484646,0.00242631,0.001938114,0.005639194,0.006825519,0.005089288,0.003659012,0.003275899,0.02188154],"category_scores_gemma":[0.05505485,0.002725563,0.002318467,0.005630585,0.004925905,0.005495518,0.007650116,0.006364629,0.006005801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006345382,"about_ca_system_score_gemma":0.02755261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003387001,"about_ca_topic_score_gemma":0.01006309,"domain_scores_codex":[0.9618324,0.02857594,0.004241171,0.001785999,0.001855093,0.001709424],"domain_scores_gemma":[0.9351589,0.03586459,0.004411462,0.008845204,0.01308612,0.002633659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007663867,0.00576034,0.005764398,0.01994205,0.0001429684,0.003725669,0.6125883,0.002523649,0.007350933,0.02211096,0.04685837,0.2655685],"study_design_scores_gemma":[0.007891205,0.005438571,0.01769553,0.01311805,0.0002441054,0.001023814,0.5118246,0.002155565,0.006803607,0.0237464,0.4094781,0.0005804875],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04196474,0.00053507,0.02793141,0.001069829,0.0003125805,0.9150007,0.004462107,0.0001848334,0.008538644],"genre_scores_gemma":[0.008192558,0.0003134386,0.02071583,0.0001898594,0.00002755151,0.9688004,0.00052662,0.00002162026,0.001212173],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07484646,"threshold_uncertainty_score":0.3958306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07682183581759108,"score_gpt":0.4169197490451421,"score_spread":0.340097913227551,"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."}}