{"id":"W3157988686","doi":"10.82308/23809","title":"Developing a medical photography best practice guide and teaching technical and ethical principles to clinicians: an exploratory sequential mixed methods study","year":2019,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Exploratory research; Photography; Best practice; Engineering ethics; Psychology; Medicine; Sociology; Engineering; Visual arts; Political science; Art; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1009582,0.0005895647,0.001877227,0.002998413,0.002718704,0.005380325,0.002698332,0.001737828,0.006748434],"category_scores_gemma":[0.1214064,0.001245505,0.001561062,0.002912263,0.003153315,0.003763929,0.004771765,0.002135924,0.0009212813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007838159,"about_ca_system_score_gemma":0.02216167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910714,"about_ca_topic_score_gemma":0.007355064,"domain_scores_codex":[0.9284091,0.05386144,0.005830477,0.003097722,0.00719132,0.001609945],"domain_scores_gemma":[0.8630445,0.1072764,0.01133427,0.004427421,0.01186277,0.002054566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001743615,0.004106493,0.04190141,0.03111716,0.000475858,0.0008264434,0.5924361,0.0007169378,0.002130149,0.01272879,0.006952173,0.3048649],"study_design_scores_gemma":[0.002685355,0.00988295,0.06809812,0.03784287,0.001191436,0.0007616073,0.7644272,0.003709337,0.005080657,0.01403558,0.09185199,0.0004328817],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8489664,0.006824957,0.04690418,0.003838121,0.0003291046,0.0808678,0.001094709,0.000161316,0.01101335],"genre_scores_gemma":[0.6384552,0.005581217,0.1795812,0.003612883,0.0001050357,0.1665261,0.0005590197,0.00009852353,0.005480874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009582,"threshold_uncertainty_score":0.5339241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06598198624613251,"score_gpt":0.419299402191494,"score_spread":0.3533174159453615,"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."}}