{"id":"W4285727672","doi":"10.1177/15598276221115662","title":"Selecting Resistance Training Exercises for Novices: A Delphi Study with Expert Consensus","year":2022,"lang":"en","type":"article","venue":"American Journal of Lifestyle Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine; Delphi method; Delphi; Resistance training; Training (meteorology); Rest (music); Physical therapy; Selection (genetic algorithm); Medical education; Applied psychology; Computer science; Psychology; Artificial intelligence","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":[0.136432,0.001112534,0.001447763,0.003749214,0.005014032,0.002256235,0.002118111,0.003045237,0.003820206],"category_scores_gemma":[0.1287575,0.00147907,0.001610803,0.001902678,0.003101495,0.003578258,0.008446062,0.002760559,0.001065145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002902466,"about_ca_system_score_gemma":0.007599271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018963,"about_ca_topic_score_gemma":0.002759109,"domain_scores_codex":[0.8679096,0.1065593,0.008258651,0.003491771,0.006808188,0.006972671],"domain_scores_gemma":[0.8584685,0.1098871,0.00319969,0.003788497,0.02190413,0.002752087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002657325,0.005087552,0.04470163,0.003833496,0.0002269208,0.001989065,0.7938446,0.003653083,0.009320234,0.003806785,0.004571351,0.1263079],"study_design_scores_gemma":[0.001145266,0.01089867,0.04584366,0.002857201,0.0002273898,0.001000644,0.8883239,0.01720554,0.006304304,0.00619687,0.0195022,0.0004943613],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964359,0.0001705843,0.01737784,0.0009026038,0.00007040243,0.01294867,0.0001176942,0.00003271664,0.004020514],"genre_scores_gemma":[0.9376936,0.0005311571,0.03088247,0.001679081,0.00005353665,0.0273431,0.0002020053,0.00004224702,0.001572716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.136432,"threshold_uncertainty_score":0.7215298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196221265442926,"score_gpt":0.4488680553617813,"score_spread":0.3292459288174887,"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."}}