{"id":"W1936398188","doi":"10.25011/cim.v30i3.1738","title":"Individualized Intervention Model Aiming to Permanently Change Life Habits which Have an Impact on Modifiable Risk Factors","year":2007,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de réadaptation Lethbridge-Layton-Mackay","funders":"","keywords":"Rehabilitation; Intervention (counseling); Psychology; Process (computing); Behavior change; Variety (cybernetics); Quality of life (healthcare); Gerontology; Medicine; Applied psychology; Physical therapy; Nursing; Social psychology; Computer science; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001167466,0.0006771481,0.0004050676,0.0007671841,0.000557702,0.001029371,0.001450795,0.001220825,0.01059523],"category_scores_gemma":[0.001464616,0.0001494566,0.0007369042,0.0002963849,0.0008409839,0.0007145055,0.001267642,0.001251347,0.001861647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396988,"about_ca_system_score_gemma":0.003496718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317778,"about_ca_topic_score_gemma":0.001731326,"domain_scores_codex":[0.9991838,0.0003046779,0.00004204596,0.0001766107,0.0001894064,0.0001034239],"domain_scores_gemma":[0.9995303,0.0001497072,0.00004971702,0.00004189948,0.00006346097,0.00016495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.001603191,0.0114408,0.01106572,0.002562509,0.000311794,0.001149054,0.005977779,0.01715025,0.00799173,0.1075786,0.03815011,0.7950184],"study_design_scores_gemma":[0.005350081,0.02468256,0.06507846,0.005438677,0.00212636,0.006140242,0.00707279,0.1916531,0.01654147,0.1994735,0.4760758,0.0003669243],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2319425,0.00537126,0.4530307,0.03707291,0.002660389,0.01017689,0.001242441,0.004033371,0.2544694],"genre_scores_gemma":[0.6944349,0.00346371,0.2517969,0.00392218,0.0003903472,0.01071016,0.0007789307,0.00009353628,0.03440938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01059523,"threshold_uncertainty_score":0.03544456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3090203970191739,"score_gpt":0.4446669812872939,"score_spread":0.13564658426812,"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."}}