{"id":"W3171097522","doi":"10.3389/fneur.2021.610095","title":"A Clinical Decision-Making Framework for the Use of Video Gaming as a Therapeutic Modality","year":2021,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Cleveland State University","keywords":"Modality (human–computer interaction); Computer science; Modalities; Human–computer interaction; Documentation; Adaptation (eye); Virtual reality; Task (project management); Conceptual framework; Psychology","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":[0.06222744,0.001629109,0.001081806,0.00603271,0.00596441,0.01050252,0.006719338,0.005696266,0.004607105],"category_scores_gemma":[0.03462615,0.0006541425,0.00159722,0.001742597,0.02216215,0.00875572,0.006462562,0.007707046,0.0009366004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01632401,"about_ca_system_score_gemma":0.03993444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007617428,"about_ca_topic_score_gemma":0.01368321,"domain_scores_codex":[0.9643151,0.02570201,0.002356085,0.002127277,0.004183178,0.001316308],"domain_scores_gemma":[0.9754616,0.01489741,0.002113944,0.0007381502,0.003932135,0.002856797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005962267,0.0002496048,0.002647646,0.0002709392,0.0000349767,0.0007665539,0.01179989,0.005945114,0.0004154546,0.9274805,0.00667507,0.04365452],"study_design_scores_gemma":[0.0001192823,0.0003187573,0.001403669,0.001049813,0.00004867339,0.001048223,0.01319545,0.01668931,0.0005305611,0.9206512,0.04480935,0.0001358129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01796987,0.00307533,0.7945122,0.1168477,0.0005666121,0.003815628,0.0002045911,0.0002533614,0.06275465],"genre_scores_gemma":[0.2653321,0.001201933,0.7234241,0.004702622,0.0002274411,0.002706886,0.0001661469,0.00004043689,0.002198191],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06222744,"threshold_uncertainty_score":0.3290941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05673921311612488,"score_gpt":0.3836852977750306,"score_spread":0.3269460846589057,"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."}}