{"id":"W3166482670","doi":"10.1177/15394492211022271","title":"Stimulating Research to Enhance Aging in Place","year":2021,"lang":"en","type":"article","venue":"OTJR Occupational Therapy Journal of Research","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"American Occupational Therapy Foundation","keywords":"Categorization; Psychological intervention; Aging in place; Gerontology; Successful aging; Foundation (evidence); Psychology; Identification (biology); Medical education; Medicine; Nursing; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01519811,0.00009598192,0.0002761683,0.001237566,0.0007829682,0.00004933495,0.000349883,0.0001266848,0.00104929],"category_scores_gemma":[0.00305542,0.00008472842,0.00007652366,0.002599617,0.00007785694,0.0001873008,0.0001432205,0.002380198,0.0001414713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006185545,"about_ca_system_score_gemma":0.00316495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000223943,"about_ca_topic_score_gemma":0.0002152443,"domain_scores_codex":[0.9925473,0.003487968,0.0007341158,0.0002469955,0.002178557,0.0008050957],"domain_scores_gemma":[0.9882916,0.006081943,0.0001437521,0.0002539707,0.004996113,0.0002326169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007984149,0.0009340996,0.504635,0.0003170676,0.0001513689,0.0008738745,0.0543744,0.002857504,0.08097015,0.003158214,0.1854745,0.1582696],"study_design_scores_gemma":[0.005703127,0.002096639,0.6559257,0.004646386,0.000006566293,0.0000915066,0.05749668,0.0003950457,0.01555492,0.0102075,0.2473281,0.0005478466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840668,0.002433105,0.0003078005,0.009075424,0.0005416448,0.0003520063,0.000005805417,0.000008663011,0.003208725],"genre_scores_gemma":[0.9905575,0.0006481566,0.002981756,0.0001777728,0.001173289,0.00002665822,0.000005929441,0.00002577082,0.004403203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1577217,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3757503972708062,"score_gpt":0.650703362737839,"score_spread":0.2749529654670329,"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."}}